BibTeX records: Francesco Conti 0001

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@article{DBLP:journals/access/ZanghieriILPTPUBC24,
  author       = {Marcello Zanghieri and
                  Fabrizio Indirli and
                  Antonio Latella and
                  Giacomo Michele Puglia and
                  Felice Tecce and
                  Francesco Papariello and
                  Giulio Urlini and
                  Luca Benini and
                  Francesco Conti},
  title        = {An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System
                  for Industrial Machinery},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {16009--16021},
  year         = {2024},
  url          = {https://doi.org/10.1109/ACCESS.2024.3357510},
  doi          = {10.1109/ACCESS.2024.3357510},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/ZanghieriILPTPUBC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jssc/ContiPGRMROEOB24,
  author       = {Francesco Conti and
                  Gianna Paulin and
                  Angelo Garofalo and
                  Davide Rossi and
                  Alfio Di Mauro and
                  Georg Rutishauser and
                  Gianmarco Ottavi and
                  Manuel Eggimann and
                  Hayate Okuhara and
                  Luca Benini},
  title        = {Marsellus: {A} Heterogeneous {RISC-V} AI-IoT End-Node SoC With 2-8
                  b {DNN} Acceleration and 30{\%}-Boost Adaptive Body Biasing},
  journal      = {{IEEE} J. Solid State Circuits},
  volume       = {59},
  number       = {1},
  pages        = {128--142},
  year         = {2024},
  url          = {https://doi.org/10.1109/JSSC.2023.3318301},
  doi          = {10.1109/JSSC.2023.3318301},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jssc/ContiPGRMROEOB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/LambertiCABMBBGCP24,
  author       = {Lorenzo Lamberti and
                  Elia Cereda and
                  Gabriele Abbate and
                  Lorenzo Bellone and
                  Victor Javier Kartsch Morinigo and
                  Michal Barcis and
                  Agata Barcis and
                  Alessandro Giusti and
                  Francesco Conti and
                  Daniele Palossi},
  title        = {A Sim-to-Real Deep Learning-Based Framework for Autonomous Nano-Drone
                  Racing},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {9},
  number       = {2},
  pages        = {1899--1906},
  year         = {2024},
  url          = {https://doi.org/10.1109/LRA.2024.3349814},
  doi          = {10.1109/LRA.2024.3349814},
  timestamp    = {Sat, 10 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ral/LambertiCABMBBGCP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/TortorellaBBRC23,
  author       = {Yvan Tortorella and
                  Luca Bertaccini and
                  Luca Benini and
                  Davide Rossi and
                  Francesco Conti},
  title        = {RedMule: {A} mixed-precision matrix-matrix operation engine for flexible
                  and energy-efficient on-chip linear algebra and TinyML training acceleration},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {149},
  pages        = {122--135},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.future.2023.07.002},
  doi          = {10.1016/J.FUTURE.2023.07.002},
  timestamp    = {Sat, 28 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fgcs/TortorellaBBRC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/NadaliniRBC23,
  author       = {Davide Nadalini and
                  Manuele Rusci and
                  Luca Benini and
                  Francesco Conti},
  title        = {Reduced precision floating-point optimization for Deep Neural Network
                  On-Device Learning on microcontrollers},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {149},
  pages        = {212--226},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.future.2023.07.020},
  doi          = {10.1016/J.FUTURE.2023.07.020},
  timestamp    = {Sat, 28 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fgcs/NadaliniRBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/RissoBCLCBMPP23,
  author       = {Matteo Risso and
                  Alessio Burrello and
                  Francesco Conti and
                  Lorenzo Lamberti and
                  Yukai Chen and
                  Luca Benini and
                  Enrico Macii and
                  Massimo Poncino and
                  Daniele Jahier Pagliari},
  title        = {Lightweight Neural Architecture Search for Temporal Convolutional
                  Networks at the Edge},
  journal      = {{IEEE} Trans. Computers},
  volume       = {72},
  number       = {3},
  pages        = {744--758},
  year         = {2023},
  url          = {https://doi.org/10.1109/TC.2022.3177955},
  doi          = {10.1109/TC.2022.3177955},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tc/RissoBCLCBMPP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasI/OttaviGT0MBR23,
  author       = {Gianmarco Ottavi and
                  Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Alfio Di Mauro and
                  Luca Benini and
                  Davide Rossi},
  title        = {Dustin: {A} 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b
                  Fully Flexible Bit-Precision and Vector Lockstep Execution Mode},
  journal      = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
  volume       = {70},
  number       = {6},
  pages        = {2450--2463},
  year         = {2023},
  url          = {https://doi.org/10.1109/TCSI.2023.3254810},
  doi          = {10.1109/TCSI.2023.3254810},
  timestamp    = {Thu, 15 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcasI/OttaviGT0MBR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wc/AbadalGTJSBSNWWLKZLARCDKBS23,
  author       = {Sergi Abadal and
                  Robert Guirado and
                  Hamidreza Taghvaee and
                  Akshay Jain and
                  Elana Pereira de Santana and
                  Peter Haring Bol{\'{\i}}var and
                  Mohamed Saeed and
                  Renato Negra and
                  Zhenxing Wang and
                  Kun{-}Ta Wang and
                  Max C. Lemme and
                  Joshua Klein and
                  Marina Zapater and
                  Alexandre Levisse and
                  David Atienza and
                  Davide Rossi and
                  Francesco Conti and
                  Martino Dazzi and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Abu Sebastian},
  title        = {Graphene-Based Wireless Agile Interconnects for Massive Heterogeneous
                  Multi-Chip Processors},
  journal      = {{IEEE} Wirel. Commun.},
  volume       = {30},
  number       = {4},
  pages        = {162--169},
  year         = {2023},
  url          = {https://doi.org/10.1109/MWC.010.2100561},
  doi          = {10.1109/MWC.010.2100561},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/wc/AbadalGTJSBSNWWLKZLARCDKBS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/RutishauserCB23,
  author       = {Georg Rutishauser and
                  Francesco Conti and
                  Luca Benini},
  title        = {Free Bits: Latency Optimization of Mixed-Precision Quantized Neural
                  Networks on the Edge},
  booktitle    = {5th {IEEE} International Conference on Artificial Intelligence Circuits
                  and Systems, {AICAS} 2023, Hangzhou, China, June 11-13, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/AICAS57966.2023.10168577},
  doi          = {10.1109/AICAS57966.2023.10168577},
  timestamp    = {Mon, 24 Jul 2023 15:56:17 +0200},
  biburl       = {https://dblp.org/rec/conf/aicas/RutishauserCB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cases/MacanBBC23,
  author       = {Luka Macan and
                  Alessio Burrello and
                  Luca Benini and
                  Francesco Conti},
  editor       = {Jana Doppa and
                  Swarup Bhunia},
  title        = {{WIP:} Automatic {DNN} Deployment on Heterogeneous Platforms: the
                  {GAP9} Case Study},
  booktitle    = {International Conference on Compilers, Architecture, and Synthesis
                  for Embedded Systems, {CASES} 2023, Hamburg, Germany, September 17-22,
                  2023},
  pages        = {9--10},
  publisher    = {{ACM/IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3607889.3609092},
  doi          = {10.1145/3607889.3609092},
  timestamp    = {Sat, 10 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cases/MacanBBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/DelmVBSCPBV23,
  author       = {Josse Van Delm and
                  Maarten Vandersteegen and
                  Alessio Burrello and
                  Giuseppe Maria Sarda and
                  Francesco Conti and
                  Daniele Jahier Pagliari and
                  Luca Benini and
                  Marian Verhelst},
  title        = {{HTVM:} Efficient Neural Network Deployment On Heterogeneous TinyML
                  Platforms},
  booktitle    = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
                  CA, USA, July 9-13, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DAC56929.2023.10247664},
  doi          = {10.1109/DAC56929.2023.10247664},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dac/DelmVBSCPBV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/PrasadBC23,
  author       = {Arpan Suravi Prasad and
                  Luca Benini and
                  Francesco Conti},
  title        = {Specialization meets Flexibility: a Heterogeneous Architecture for
                  High-Efficiency, High-flexibility {AR/VR} Processing},
  booktitle    = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
                  CA, USA, July 9-13, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DAC56929.2023.10247945},
  doi          = {10.1109/DAC56929.2023.10247945},
  timestamp    = {Sun, 24 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dac/PrasadBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/BruschiTGCBBR23,
  author       = {Nazareno Bruschi and
                  Giuseppe Tagliavini and
                  Angelo Garofalo and
                  Francesco Conti and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {End-to-End {DNN} Inference on a Massively Parallel Analog In Memory
                  Computing Architecture},
  booktitle    = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
                  {DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.23919/DATE56975.2023.10137208},
  doi          = {10.23919/DATE56975.2023.10137208},
  timestamp    = {Wed, 07 Jun 2023 22:08:03 +0200},
  biburl       = {https://dblp.org/rec/conf/date/BruschiTGCBBR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esscirc/SchererEMPCRGLSWSB23,
  author       = {Moritz Scherer and
                  Manuel Eggimann and
                  Alfio Di Mauro and
                  Arpan Suravi Prasad and
                  Francesco Conti and
                  Davide Rossi and
                  Jorge Tom{\'{a}}s G{\'{o}}mez and
                  Ziyun Li and
                  Syed Shakib Sarwar and
                  Zhao Wang and
                  Barbara De Salvo and
                  Luca Benini},
  title        = {Siracusa: {A} Low-Power On-Sensor {RISC-V} SoC for Extended Reality
                  Visual Processing in 16nm {CMOS}},
  booktitle    = {49th {IEEE} European Solid State Circuits Conference, {ESSCIRC} 2023,
                  Lisbon, Portugal, September 11-14, 2023},
  pages        = {217--220},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ESSCIRC59616.2023.10268718},
  doi          = {10.1109/ESSCIRC59616.2023.10268718},
  timestamp    = {Mon, 23 Oct 2023 09:15:52 +0200},
  biburl       = {https://dblp.org/rec/conf/esscirc/SchererEMPCRGLSWSB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ets/UlbrichtTRLCCKB23,
  author       = {Markus Ulbricht and
                  Yvan Tortorella and
                  Michael Rogenmoser and
                  Li Lu and
                  Junchao Chen and
                  Francesco Conti and
                  Milos Krstic and
                  Luca Benini},
  title        = {{PULP} Fiction No More - Dependable {PULP} Systems for Space},
  booktitle    = {{IEEE} European Test Symposium, {ETS} 2023, Venezia, Italy, May 22-26,
                  2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ETS56758.2023.10174164},
  doi          = {10.1109/ETS56758.2023.10174164},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ets/UlbrichtTRLCCKB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/SinigagliaBVGBB23,
  author       = {Mattia Sinigaglia and
                  Luca Bertaccini and
                  Luca Valente and
                  Angelo Garofalo and
                  Simone Benatti and
                  Luca Benini and
                  Francesco Conti and
                  Davide Rossi},
  title        = {{ECHOES:} a 200 {GOPS/W} Frequency Domain SoC with {FFT} Processor
                  and I\({}^{\mbox{2}}\)S {DSP} for Flexible Data Acquisition from Microphone
                  Arrays},
  booktitle    = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2023,
                  Monterey, CA, USA, May 21-25, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISCAS46773.2023.10181862},
  doi          = {10.1109/ISCAS46773.2023.10181862},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscas/SinigagliaBVGBB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isscc/ContiRPGMROEOHMJEGLBB23,
  author       = {Francesco Conti and
                  Davide Rossi and
                  Gianna Paulin and
                  Angelo Garofalo and
                  Alfio Di Mauro and
                  Georg Rutishauser and
                  Gianmarco Ottavi and
                  Manuel Eggimann and
                  Hayate Okuhara and
                  Vincent Huard and
                  Olivier Montfort and
                  Lionel Jure and
                  Nils Exibard and
                  Pascal Gouedo and
                  Mathieu Louvat and
                  Emmanuel Botte and
                  Luca Benini},
  title        = {A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b
                  Precision-Scalable {DNN} Acceleration and 30{\%}-Boost Adaptive Body
                  Biasing},
  booktitle    = {{IEEE} International Solid- State Circuits Conference, {ISSCC} 2023,
                  San Francisco, CA, USA, February 19-23, 2023},
  pages        = {326--327},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISSCC42615.2023.10067643},
  doi          = {10.1109/ISSCC42615.2023.10067643},
  timestamp    = {Tue, 21 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isscc/ContiRPGMROEOHMJEGLBB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/NadaliniRBBGBCR23,
  author       = {Alessandro Nadalini and
                  Georg Rutishauser and
                  Alessio Burrello and
                  Nazareno Bruschi and
                  Angelo Garofalo and
                  Luca Benini and
                  Francesco Conti and
                  Davide Rossi},
  title        = {A 3 {TOPS/W} {RISC-V} Parallel Cluster for Inference of Fine-Grain
                  Mixed-Precision Quantized Neural Networks},
  booktitle    = {{IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2023, Foz
                  do Iguacu, Brazil, June 20-23, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISVLSI59464.2023.10238679},
  doi          = {10.1109/ISVLSI59464.2023.10238679},
  timestamp    = {Wed, 13 Sep 2023 08:43:37 +0200},
  biburl       = {https://dblp.org/rec/conf/isvlsi/NadaliniRBBGBCR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/samos/FornaciariRAZGCTPBBAGCCLSBPUMMCS23,
  author       = {William Fornaciari and
                  Federico Reghenzani and
                  Giovanni Agosta and
                  Davide Zoni and
                  Andrea Galimberti and
                  Francesco Conti and
                  Yvan Tortorella and
                  Emanuele Parisi and
                  Francesco Barchi and
                  Andrea Bartolini and
                  Andrea Acquaviva and
                  Daniele Gregori and
                  Salvatore Cognetta and
                  Carlo Ciancarelli and
                  Antonio Leboffe and
                  Paolo Serri and
                  Alessio Burrello and
                  Daniele Jahier Pagliari and
                  Gianvito Urgese and
                  Maurizio Martina and
                  Guido Masera and
                  Rosario Di Carlo and
                  Antonio Sciarappa},
  editor       = {Cristina Silvano and
                  Christian Pilato and
                  Marc Reichenbach},
  title        = {{RISC-V} Processor Technologies for Aerospace Applications in the
                  {ISOLDE} Project},
  booktitle    = {Embedded Computer Systems: Architectures, Modeling, and Simulation
                  - 23rd International Conference, {SAMOS} 2023, Samos, Greece, July
                  2-6, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14385},
  pages        = {363--378},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-46077-7\_24},
  doi          = {10.1007/978-3-031-46077-7\_24},
  timestamp    = {Sun, 17 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/samos/FornaciariRAZGCTPBBAGCCLSBPUMMCS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03904,
  author       = {Yvan Tortorella and
                  Luca Bertaccini and
                  Luca Benini and
                  Davide Rossi and
                  Francesco Conti},
  title        = {RedMule: {A} Mixed-Precision Matrix-Matrix Operation Engine for Flexible
                  and Energy-Efficient On-Chip Linear Algebra and TinyML Training Acceleration},
  journal      = {CoRR},
  volume       = {abs/2301.03904},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.03904},
  doi          = {10.48550/ARXIV.2301.03904},
  eprinttype    = {arXiv},
  eprint       = {2301.03904},
  timestamp    = {Thu, 19 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-03904.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10281,
  author       = {Matteo Risso and
                  Alessio Burrello and
                  Francesco Conti and
                  Lorenzo Lamberti and
                  Yukai Chen and
                  Luca Benini and
                  Enrico Macii and
                  Massimo Poncino and
                  Daniele Jahier Pagliari},
  title        = {Lightweight Neural Architecture Search for Temporal Convolutional
                  Networks at the Edge},
  journal      = {CoRR},
  volume       = {abs/2301.10281},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.10281},
  doi          = {10.48550/ARXIV.2301.10281},
  eprinttype    = {arXiv},
  eprint       = {2301.10281},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-10281.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08706,
  author       = {Michael Rogenmoser and
                  Yvan Tortorella and
                  Davide Rossi and
                  Francesco Conti and
                  Luca Benini},
  title        = {Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches
                  in {RISC-V} Multi-Core Computing Clusters for Reliable Processing
                  in Space},
  journal      = {CoRR},
  volume       = {abs/2303.08706},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.08706},
  doi          = {10.48550/ARXIV.2303.08706},
  eprinttype    = {arXiv},
  eprint       = {2303.08706},
  timestamp    = {Mon, 20 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-08706.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17954,
  author       = {Angelo Garofalo and
                  Yvan Tortorella and
                  Matteo Perotti and
                  Luca Valente and
                  Alessandro Nadalini and
                  Luca Benini and
                  Davide Rossi and
                  Francesco Conti},
  title        = {{DARKSIDE:} {A} Heterogeneous {RISC-V} Compute Cluster for Extreme-Edge
                  On-Chip {DNN} Inference and Training},
  journal      = {CoRR},
  volume       = {abs/2303.17954},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.17954},
  doi          = {10.48550/ARXIV.2303.17954},
  eprinttype    = {arXiv},
  eprint       = {2303.17954},
  timestamp    = {Mon, 17 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-17954.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07325,
  author       = {Mattia Sinigaglia and
                  Luca Bertaccini and
                  Luca Valente and
                  Angelo Garofalo and
                  Simone Benatti and
                  Luca Benini and
                  Francesco Conti and
                  Davide Rossi},
  title        = {Echoes: a 200 {GOPS/W} Frequency Domain SoC with {FFT} Processor and
                  {I2S} {DSP} for Flexible Data Acquisition from Microphone Arrays},
  journal      = {CoRR},
  volume       = {abs/2305.07325},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.07325},
  doi          = {10.48550/ARXIV.2305.07325},
  eprinttype    = {arXiv},
  eprint       = {2305.07325},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-07325.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08415,
  author       = {Francesco Conti and
                  Gianna Paulin and
                  Davide Rossi and
                  Alfio Di Mauro and
                  Georg Rutishauser and
                  Gianmarco Ottavi and
                  Manuel Eggimann and
                  Hayate Okuhara and
                  Luca Benini},
  title        = {Marsellus: {A} Heterogeneous {RISC-V} AI-IoT End-Node SoC with 2-to-8b
                  {DNN} Acceleration and 30{\%}-Boost Adaptive Body Biasing},
  journal      = {CoRR},
  volume       = {abs/2305.08415},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.08415},
  doi          = {10.48550/ARXIV.2305.08415},
  eprinttype    = {arXiv},
  eprint       = {2305.08415},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-08415.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19167,
  author       = {Davide Nadalini and
                  Manuele Rusci and
                  Luca Benini and
                  Francesco Conti},
  title        = {Reduced Precision Floating-Point Optimization for Deep Neural Network
                  On-Device Learning on MicroControllers},
  journal      = {CoRR},
  volume       = {abs/2305.19167},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.19167},
  doi          = {10.48550/ARXIV.2305.19167},
  eprinttype    = {arXiv},
  eprint       = {2305.19167},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-19167.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15552,
  author       = {Cristina Silvano and
                  Daniele Ielmini and
                  Fabrizio Ferrandi and
                  Leandro Fiorin and
                  Serena Curzel and
                  Luca Benini and
                  Francesco Conti and
                  Angelo Garofalo and
                  Cristian Zambelli and
                  Enrico Calore and
                  Sebastiano Fabio Schifano and
                  Maurizio Palesi and
                  Giuseppe Ascia and
                  Davide Patti and
                  Stefania Perri and
                  Nicola Petra and
                  Davide De Caro and
                  Luciano Lavagno and
                  Teodoro Urso and
                  Valeria Cardellini and
                  Gian Carlo Cardarilli and
                  Robert Birke},
  title        = {A Survey on Deep Learning Hardware Accelerators for Heterogeneous
                  {HPC} Platforms},
  journal      = {CoRR},
  volume       = {abs/2306.15552},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.15552},
  doi          = {10.48550/ARXIV.2306.15552},
  eprinttype    = {arXiv},
  eprint       = {2306.15552},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-15552.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01056,
  author       = {Alessandro Nadalini and
                  Georg Rutishauser and
                  Alessio Burrello and
                  Nazareno Bruschi and
                  Angelo Garofalo and
                  Luca Benini and
                  Francesco Conti and
                  Davide Rossi},
  title        = {A 3 {TOPS/W} {RISC-V} Parallel Cluster for Inference of Fine-Grain
                  Mixed-Precision Quantized Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2307.01056},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.01056},
  doi          = {10.48550/ARXIV.2307.01056},
  eprinttype    = {arXiv},
  eprint       = {2307.01056},
  timestamp    = {Mon, 10 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-01056.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02894,
  author       = {Georg Rutishauser and
                  Francesco Conti and
                  Luca Benini},
  title        = {Free Bits: Latency Optimization of Mixed-Precision Quantized Neural
                  Networks on the Edge},
  journal      = {CoRR},
  volume       = {abs/2307.02894},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.02894},
  doi          = {10.48550/ARXIV.2307.02894},
  eprinttype    = {arXiv},
  eprint       = {2307.02894},
  timestamp    = {Mon, 10 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-02894.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17815,
  author       = {Fabrizio Ferrandi and
                  Serena Curzel and
                  Leandro Fiorin and
                  Daniele Ielmini and
                  Cristina Silvano and
                  Francesco Conti and
                  Alessio Burrello and
                  Francesco Barchi and
                  Luca Benini and
                  Luciano Lavagno and
                  Teodoro Urso and
                  Enrico Calore and
                  Sebastiano Fabio Schifano and
                  Cristian Zambelli and
                  Maurizio Palesi and
                  Giuseppe Ascia and
                  Enrico Russo and
                  Nicola Petra and
                  Davide De Caro and
                  Gennaro Di Meo and
                  Valeria Cardellini and
                  Salvatore Filippone and
                  Francesco Lo Presti and
                  Francesco Silvestri and
                  Paolo Palazzari and
                  Stefania Perri},
  title        = {A Survey on Design Methodologies for Accelerating Deep Learning on
                  Heterogeneous Architectures},
  journal      = {CoRR},
  volume       = {abs/2311.17815},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.17815},
  doi          = {10.48550/ARXIV.2311.17815},
  eprinttype    = {arXiv},
  eprint       = {2311.17815},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-17815.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08991,
  author       = {Lorenzo Lamberti and
                  Elia Cereda and
                  Gabriele Abbate and
                  Lorenzo Bellone and
                  Victor Javier Kartsch Morinigo and
                  Michal Barcis and
                  Agata Barcis and
                  Alessandro Giusti and
                  Francesco Conti and
                  Daniele Palossi},
  title        = {A Sim-to-Real Deep Learning-based Framework for Autonomous Nano-drone
                  Racing},
  journal      = {CoRR},
  volume       = {abs/2312.08991},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.08991},
  doi          = {10.48550/ARXIV.2312.08991},
  eprinttype    = {arXiv},
  eprint       = {2312.08991},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-08991.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-14750,
  author       = {Arpan Suravi Prasad and
                  Moritz Scherer and
                  Francesco Conti and
                  Davide Rossi and
                  Alfio Di Mauro and
                  Manuel Eggimann and
                  Jorge Tom{\'{a}}s G{\'{o}}mez and
                  Ziyun Li and
                  Syed Shakib Sarwar and
                  Zhao Wang and
                  Barbara De Salvo and
                  Luca Benini},
  title        = {Siracusa: {A} 16 nm Heterogenous {RISC-V} SoC for Extended Reality
                  with At-MRAM Neural Engine},
  journal      = {CoRR},
  volume       = {abs/2312.14750},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.14750},
  doi          = {10.48550/ARXIV.2312.14750},
  eprinttype    = {arXiv},
  eprint       = {2312.14750},
  timestamp    = {Thu, 18 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-14750.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/GarofaloOCKBBR22,
  author       = {Angelo Garofalo and
                  Gianmarco Ottavi and
                  Francesco Conti and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End
                  Inference of Real-World Deep Neural Networks},
  journal      = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
  volume       = {12},
  number       = {2},
  pages        = {422--435},
  year         = {2022},
  url          = {https://doi.org/10.1109/JETCAS.2022.3170152},
  doi          = {10.1109/JETCAS.2022.3170152},
  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/esticas/GarofaloOCKBBR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/PalossiZBCMGBGG22,
  author       = {Daniele Palossi and
                  Nicky Zimmerman and
                  Alessio Burrello and
                  Francesco Conti and
                  Hanna M{\"{u}}ller and
                  Luca Maria Gambardella and
                  Luca Benini and
                  Alessandro Giusti and
                  J{\'{e}}r{\^{o}}me Guzzi},
  title        = {Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power
                  Autonomous Flying Nano-UAVs},
  journal      = {{IEEE} Internet Things J.},
  volume       = {9},
  number       = {3},
  pages        = {1913--1929},
  year         = {2022},
  url          = {https://doi.org/10.1109/JIOT.2021.3091643},
  doi          = {10.1109/JIOT.2021.3091643},
  timestamp    = {Wed, 23 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iotj/PalossiZBCMGBGG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jssc/RossiCEMTMGPLCF22,
  author       = {Davide Rossi and
                  Francesco Conti and
                  Manuel Eggimann and
                  Alfio Di Mauro and
                  Giuseppe Tagliavini and
                  Stefan Mach and
                  Marco Guermandi and
                  Antonio Pullini and
                  Igor Loi and
                  Jie Chen and
                  Eric Flamand and
                  Luca Benini},
  title        = {Vega: {A} Ten-Core SoC for IoT Endnodes With {DNN} Acceleration and
                  Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode},
  journal      = {{IEEE} J. Solid State Circuits},
  volume       = {57},
  number       = {1},
  pages        = {127--139},
  year         = {2022},
  url          = {https://doi.org/10.1109/JSSC.2021.3114881},
  doi          = {10.1109/JSSC.2021.3114881},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jssc/RossiCEMTMGPLCF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasI/PaulinCCB22,
  author       = {Gianna Paulin and
                  Francesco Conti and
                  Lukas Cavigelli and
                  Luca Benini},
  title        = {Vau Da Muntanialas: Energy-Efficient Multi-Die Scalable Acceleration
                  of {RNN} Inference},
  journal      = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
  volume       = {69},
  number       = {1},
  pages        = {244--257},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCSI.2021.3099716},
  doi          = {10.1109/TCSI.2021.3099716},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcasI/PaulinCCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/BruschiTCACAKBB22,
  author       = {Nazareno Bruschi and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Sergi Abadal and
                  Albert Cabellos{-}Aparicio and
                  Eduard Alarc{\'{o}}n and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication
                  for AIMC-based {CNN} Inference},
  booktitle    = {4th {IEEE} International Conference on Artificial Intelligence Circuits
                  and Systems, {AICAS} 2022, Incheon, Republic of Korea, June 13-15,
                  2022},
  pages        = {170--173},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/AICAS54282.2022.9869996},
  doi          = {10.1109/AICAS54282.2022.9869996},
  timestamp    = {Fri, 16 Sep 2022 20:28:36 +0200},
  biburl       = {https://dblp.org/rec/conf/aicas/BruschiTCACAKBB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biocas/OrlandiZMCSBB22,
  author       = {Mattia Orlandi and
                  Marcello Zanghieri and
                  Victor Javier Kartsch Morinigo and
                  Francesco Conti and
                  Pasquale Davide Schiavone and
                  Luca Benini and
                  Simone Benatti},
  title        = {sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power
                  Multicore Processor},
  booktitle    = {{IEEE} Biomedical Circuits and Systems Conference, BioCAS 2022, Taipei,
                  Taiwan, October 13-15, 2022},
  pages        = {704--708},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BioCAS54905.2022.9948617},
  doi          = {10.1109/BIOCAS54905.2022.9948617},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/biocas/OrlandiZMCSBB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/MauroPHSCB22,
  author       = {Alfio Di Mauro and
                  Arpan Suravi Prasad and
                  Zhikai Huang and
                  Matteo Spallanzani and
                  Francesco Conti and
                  Luca Benini},
  editor       = {Cristiana Bolchini and
                  Ingrid Verbauwhede and
                  Ioana Vatajelu},
  title        = {{SNE:} an Energy-Proportional Digital Accelerator for Sparse Event-Based
                  Convolutions},
  booktitle    = {2022 Design, Automation {\&} Test in Europe Conference {\&}
                  Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
  pages        = {825--830},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.23919/DATE54114.2022.9774552},
  doi          = {10.23919/DATE54114.2022.9774552},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/date/MauroPHSCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/TortorellaBRBC22,
  author       = {Yvan Tortorella and
                  Luca Bertaccini and
                  Davide Rossi and
                  Luca Benini and
                  Francesco Conti},
  editor       = {Cristiana Bolchini and
                  Ingrid Verbauwhede and
                  Ioana Vatajelu},
  title        = {RedMulE: {A} Compact {FP16} Matrix-Multiplication Accelerator for
                  Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs},
  booktitle    = {2022 Design, Automation {\&} Test in Europe Conference {\&}
                  Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
  pages        = {1099--1102},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.23919/DATE54114.2022.9774759},
  doi          = {10.23919/DATE54114.2022.9774759},
  timestamp    = {Wed, 25 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/date/TortorellaBRBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esscirc/GarofaloPVTNBR022,
  author       = {Angelo Garofalo and
                  Matteo Perotti and
                  Luca Valente and
                  Yvan Tortorella and
                  Alessandro Nadalini and
                  Luca Benini and
                  Davide Rossi and
                  Francesco Conti},
  title        = {Darkside: 2.6GFLOPS, 8.7mW Heterogeneous {RISC-V} Cluster for Extreme-Edge
                  On-Chip {DNN} Inference and Training},
  booktitle    = {48th {IEEE} European Solid State Circuits Conference, {ESSCIRC} 2022,
                  Milan, Italy, September 19-22, 2022},
  pages        = {273--276},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ESSCIRC55480.2022.9911384},
  doi          = {10.1109/ESSCIRC55480.2022.9911384},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/esscirc/GarofaloPVTNBR022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/DequinoCB22,
  author       = {Alberto Dequino and
                  Francesco Conti and
                  Luca Benini},
  title        = {ViT-LR: Pushing the Envelope for Transformer-Based on-Device Embedded
                  Continual Learning},
  booktitle    = {13th {IEEE} International Green and Sustainable Computing Conference,
                  {IGSC} 2022, Pittsburgh, PA, USA, October 24-25, 2022},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/IGSC55832.2022.9969361},
  doi          = {10.1109/IGSC55832.2022.9969361},
  timestamp    = {Fri, 23 Dec 2022 08:54:07 +0100},
  biburl       = {https://dblp.org/rec/conf/green/DequinoCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/samos/NadaliniRTRBC22,
  author       = {Davide Nadalini and
                  Manuele Rusci and
                  Giuseppe Tagliavini and
                  Leonardo Ravaglia and
                  Luca Benini and
                  Francesco Conti},
  editor       = {Alex Orailoglu and
                  Marc Reichenbach and
                  Matthias Jung},
  title        = {PULP-TrainLib: Enabling On-Device Training for {RISC-V} Multi-core
                  MCUs Through Performance-Driven Autotuning},
  booktitle    = {Embedded Computer Systems: Architectures, Modeling, and Simulation
                  - 22nd International Conference, {SAMOS} 2022, Samos, Greece, July
                  3-7, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13511},
  pages        = {200--216},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-15074-6\_13},
  doi          = {10.1007/978-3-031-15074-6\_13},
  timestamp    = {Thu, 25 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/samos/NadaliniRTRBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sysint/OrlandiZSD0B22,
  author       = {Mattia Orlandi and
                  Marcello Zanghieri and
                  Pasquale Davide Schiavone and
                  Elisa Donati and
                  Francesco Conti and
                  Simone Benatti},
  editor       = {Maurizio Valle and
                  Dirk Lehmhus and
                  Christian Gianoglio and
                  Edoardo Ragusa and
                  Lucia Seminara and
                  Stefan Bosse and
                  Ali Ibrahim and
                  Klaus{-}Dieter Thoben},
  title        = {Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture
                  Recognition},
  booktitle    = {Advances in System-Integrated Intelligence - Proceedings of the 6th
                  International Conference on System-Integrated Intelligence (SysInt
                  2022), September 7-9, 2022, Genova, Italy},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {546},
  pages        = {518--529},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-16281-7\_49},
  doi          = {10.1007/978-3-031-16281-7\_49},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sysint/OrlandiZSD0B22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01089,
  author       = {Angelo Garofalo and
                  Gianmarco Ottavi and
                  Francesco Conti and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End
                  Inference of Real-World Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2201.01089},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.01089},
  eprinttype    = {arXiv},
  eprint       = {2201.01089},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-01089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08166,
  author       = {Nazareno Bruschi and
                  Germain Haugou and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {GVSoC: {A} Highly Configurable, Fast and Accurate Full-Platform Simulator
                  for {RISC-V} based IoT Processors},
  journal      = {CoRR},
  volume       = {abs/2201.08166},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.08166},
  eprinttype    = {arXiv},
  eprint       = {2201.08166},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-08166.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08656,
  author       = {Gianmarco Ottavi and
                  Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Alfio Di Mauro and
                  Luca Benini and
                  Davide Rossi},
  title        = {Dustin: {A} 16-Cores Parallel Ultra-Low-Power Cluster with 2b-to-32b
                  Fully Flexible Bit-Precision and Vector Lockstep Execution Mode},
  journal      = {CoRR},
  volume       = {abs/2201.08656},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.08656},
  eprinttype    = {arXiv},
  eprint       = {2201.08656},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-08656.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07462,
  author       = {Gianna Paulin and
                  Francesco Conti and
                  Lukas Cavigelli and
                  Luca Benini},
  title        = {Vau da muntanialas: Energy-efficient multi-die scalable acceleration
                  of {RNN} inference},
  journal      = {CoRR},
  volume       = {abs/2202.07462},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.07462},
  eprinttype    = {arXiv},
  eprint       = {2202.07462},
  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-07462.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12925,
  author       = {Alessio Burrello and
                  Alberto Dequino and
                  Daniele Jahier Pagliari and
                  Francesco Conti and
                  Marcello Zanghieri and
                  Enrico Macii and
                  Luca Benini and
                  Massimo Poncino},
  title        = {{TCN} Mapping Optimization for Ultra-Low Power Time-Series Edge Inference},
  journal      = {CoRR},
  volume       = {abs/2203.12925},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.12925},
  doi          = {10.48550/ARXIV.2203.12925},
  eprinttype    = {arXiv},
  eprint       = {2203.12925},
  timestamp    = {Tue, 29 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-12925.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14768,
  author       = {Matteo Risso and
                  Alessio Burrello and
                  Daniele Jahier Pagliari and
                  Francesco Conti and
                  Lorenzo Lamberti and
                  Enrico Macii and
                  Luca Benini and
                  Massimo Poncino},
  title        = {Pruning In Time {(PIT):} {A} Lightweight Network Architecture Optimizer
                  for Temporal Convolutional Networks},
  journal      = {CoRR},
  volume       = {abs/2203.14768},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.14768},
  doi          = {10.48550/ARXIV.2203.14768},
  eprinttype    = {arXiv},
  eprint       = {2203.14768},
  timestamp    = {Mon, 04 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-14768.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10687,
  author       = {Alfio Di Mauro and
                  Arpan Suravi Prasad and
                  Zhikai Huang and
                  Matteo Spallanzani and
                  Francesco Conti and
                  Luca Benini},
  title        = {{SNE:} an Energy-Proportional Digital Accelerator for Sparse Event-Based
                  Convolutions},
  journal      = {CoRR},
  volume       = {abs/2204.10687},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.10687},
  doi          = {10.48550/ARXIV.2204.10687},
  eprinttype    = {arXiv},
  eprint       = {2204.10687},
  timestamp    = {Mon, 25 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-10687.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11192,
  author       = {Yvan Tortorella and
                  Luca Bertaccini and
                  Davide Rossi and
                  Luca Benini and
                  Francesco Conti},
  title        = {RedMulE: {A} Compact {FP16} Matrix-Multiplication Accelerator for
                  Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs},
  journal      = {CoRR},
  volume       = {abs/2204.11192},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.11192},
  doi          = {10.48550/ARXIV.2204.11192},
  eprinttype    = {arXiv},
  eprint       = {2204.11192},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-11192.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04796,
  author       = {Nazareno Bruschi and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Sergi Abadal and
                  Albert Cabellos{-}Aparicio and
                  Eduard Alarc{\'{o}}n and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication
                  for AIMC-based {CNN} Inference},
  journal      = {CoRR},
  volume       = {abs/2206.04796},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.04796},
  doi          = {10.48550/ARXIV.2206.04796},
  eprinttype    = {arXiv},
  eprint       = {2206.04796},
  timestamp    = {Mon, 20 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-04796.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12877,
  author       = {Nazareno Bruschi and
                  Giuseppe Tagliavini and
                  Angelo Garofalo and
                  Francesco Conti and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {End-to-End {DNN} Inference on a Massively Parallel Analog In Memory
                  Computing Architecture},
  journal      = {CoRR},
  volume       = {abs/2211.12877},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.12877},
  doi          = {10.48550/ARXIV.2211.12877},
  eprinttype    = {arXiv},
  eprint       = {2211.12877},
  timestamp    = {Tue, 29 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-12877.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/NiculescuLCBP21,
  author       = {Vlad Niculescu and
                  Lorenzo Lamberti and
                  Francesco Conti and
                  Luca Benini and
                  Daniele Palossi},
  title        = {Improving Autonomous Nano-Drones Performance via Automated End-to-End
                  Optimization and Deployment of DNNs},
  journal      = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
  volume       = {11},
  number       = {4},
  pages        = {548--562},
  year         = {2021},
  url          = {https://doi.org/10.1109/JETCAS.2021.3126259},
  doi          = {10.1109/JETCAS.2021.3126259},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/esticas/NiculescuLCBP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/RavagliaRNCCB21,
  author       = {Leonardo Ravaglia and
                  Manuele Rusci and
                  Davide Nadalini and
                  Alessandro Capotondi and
                  Francesco Conti and
                  Luca Benini},
  title        = {A TinyML Platform for On-Device Continual Learning With Quantized
                  Latent Replays},
  journal      = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
  volume       = {11},
  number       = {4},
  pages        = {789--802},
  year         = {2021},
  url          = {https://doi.org/10.1109/JETCAS.2021.3121554},
  doi          = {10.1109/JETCAS.2021.3121554},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/esticas/RavagliaRNCCB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/BurrelloGBTRC21,
  author       = {Alessio Burrello and
                  Angelo Garofalo and
                  Nazareno Bruschi and
                  Giuseppe Tagliavini and
                  Davide Rossi and
                  Francesco Conti},
  title        = {{DORY:} Automatic End-to-End Deployment of Real-World DNNs on Low-Cost
                  IoT MCUs},
  journal      = {{IEEE} Trans. Computers},
  volume       = {70},
  number       = {8},
  pages        = {1253--1268},
  year         = {2021},
  url          = {https://doi.org/10.1109/TC.2021.3066883},
  doi          = {10.1109/TC.2021.3066883},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tc/BurrelloGBTRC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/GarofaloTCBR21,
  author       = {Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized
                  Neural Networks on {RISC-V} Based IoT End Nodes},
  journal      = {{IEEE} Trans. Emerg. Top. Comput.},
  volume       = {9},
  number       = {3},
  pages        = {1489--1505},
  year         = {2021},
  url          = {https://doi.org/10.1109/TETC.2021.3072337},
  doi          = {10.1109/TETC.2021.3072337},
  timestamp    = {Tue, 05 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tetc/GarofaloTCBR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/PaulinA0B21,
  author       = {Gianna Paulin and
                  Renzo Andri and
                  Francesco Conti and
                  Luca Benini},
  title        = {RNN-Based Radio Resource Management on Multicore {RISC-V} Accelerator
                  Architectures},
  journal      = {{IEEE} Trans. Very Large Scale Integr. Syst.},
  volume       = {29},
  number       = {9},
  pages        = {1624--1637},
  year         = {2021},
  url          = {https://doi.org/10.1109/TVLSI.2021.3093242},
  doi          = {10.1109/TVLSI.2021.3093242},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tvlsi/PaulinA0B21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/OttaviK0BBR21,
  author       = {Gianmarco Ottavi and
                  Geethan Karunaratne and
                  Francesco Conti and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are
                  We There Yet?},
  booktitle    = {3rd {IEEE} International Conference on Artificial Intelligence Circuits
                  and Systems, {AICAS} 2021, Washington, DC, USA, June 6-9, 2021},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/AICAS51828.2021.9458409},
  doi          = {10.1109/AICAS51828.2021.9458409},
  timestamp    = {Fri, 25 Jun 2021 11:56:02 +0200},
  biburl       = {https://dblp.org/rec/conf/aicas/OttaviK0BBR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arith/GarofaloTCBR21,
  author       = {Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized
                  Neural Networks on {RISC-V} based IoT End Nodes},
  booktitle    = {28th {IEEE} Symposium on Computer Arithmetic, {ARITH} 2021, Lyngby,
                  Denmark, June 14-16, 2021},
  pages        = {53},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ARITH51176.2021.00020},
  doi          = {10.1109/ARITH51176.2021.00020},
  timestamp    = {Tue, 23 Nov 2021 16:09:15 +0100},
  biburl       = {https://dblp.org/rec/conf/arith/GarofaloTCBR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/BertacciniB021,
  author       = {Luca Bertaccini and
                  Luca Benini and
                  Francesco Conti},
  title        = {To Buffer, or Not to Buffer? {A} Case Study on {FFT} Accelerators
                  for Ultra-Low-Power Multicore Clusters},
  booktitle    = {32nd {IEEE} International Conference on Application-specific Systems,
                  Architectures and Processors, {ASAP} 2021, Virtual Conference, USA,
                  July 7-9, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ASAP52443.2021.00008},
  doi          = {10.1109/ASAP52443.2021.00008},
  timestamp    = {Mon, 30 Aug 2021 15:22:57 +0200},
  biburl       = {https://dblp.org/rec/conf/asap/BertacciniB021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/KleinLAAZDKBSR021,
  author       = {Joshua Klein and
                  Alexandre Levisse and
                  Giovanni Ansaloni and
                  David Atienza and
                  Marina Zapater and
                  Martino Dazzi and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Abu Sebastian and
                  Davide Rossi and
                  Francesco Conti and
                  Elana Pereira de Santana and
                  Peter Haring Bol{\'{\i}}var and
                  Mohamed Saeed and
                  Renato Negra and
                  Zhenxing Wang and
                  Kun{-}Ta Wang and
                  Max C. Lemme and
                  Akshay Jain and
                  Robert Guirado and
                  Hamidreza Taghvaee and
                  Sergi Abadal},
  editor       = {Maurizio Palesi and
                  Antonino Tumeo and
                  Georgios I. Goumas and
                  Carmen G. Almud{\'{e}}ver},
  title        = {Architecting more than Moore: wireless plasticity for massive heterogeneous
                  computer architectures (WiPLASH)},
  booktitle    = {{CF} '21: Computing Frontiers Conference, Virtual Event, Italy, May
                  11-13, 2021},
  pages        = {191--193},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3457388.3458859},
  doi          = {10.1145/3457388.3458859},
  timestamp    = {Thu, 17 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cf/KleinLAAZDKBSR021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coins/BurrelloSZ0B21,
  author       = {Alessio Burrello and
                  Moritz Scherer and
                  Marcello Zanghieri and
                  Francesco Conti and
                  Luca Benini},
  title        = {A Microcontroller is All You Need: Enabling Transformer Execution
                  on Low-Power IoT Endnodes},
  booktitle    = {2021 {IEEE} International Conference on Omni-Layer Intelligent Systems,
                  {COINS} 2021, Barcelona, Spain, August 23-25, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/COINS51742.2021.9524173},
  doi          = {10.1109/COINS51742.2021.9524173},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coins/BurrelloSZ0B21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/RissoBP0LMBP21,
  author       = {Matteo Risso and
                  Alessio Burrello and
                  Daniele Jahier Pagliari and
                  Francesco Conti and
                  Lorenzo Lamberti and
                  Enrico Macii and
                  Luca Benini and
                  Massimo Poncino},
  title        = {Pruning In Time {(PIT):} {A} Lightweight Network Architecture Optimizer
                  for Temporal Convolutional Networks},
  booktitle    = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
                  CA, USA, December 5-9, 2021},
  pages        = {1015--1020},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/DAC18074.2021.9586187},
  doi          = {10.1109/DAC18074.2021.9586187},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dac/RissoBP0LMBP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/MiillerPM0B21,
  author       = {Hanna M{\"{u}}ller and
                  Daniele Palossi and
                  Stefan Mach and
                  Francesco Conti and
                  Luca Benini},
  title        = {F{\"{u}}nfiiber-Drone: {A} Modular Open-Platform 18-grams Autonomous
                  Nano-Drone},
  booktitle    = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
                  {DATE} 2021, Grenoble, France, February 1-5, 2021},
  pages        = {1610--1615},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.23919/DATE51398.2021.9474262},
  doi          = {10.23919/DATE51398.2021.9474262},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/date/MiillerPM0B21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsd/BellocchiCCM21,
  author       = {Gianluca Bellocchi and
                  Alessandro Capotondi and
                  Francesco Conti and
                  Andrea Marongiu},
  editor       = {Francesco Leporati and
                  Salvatore Vitabile and
                  Amund Skavhaug},
  title        = {A RISC-V-based {FPGA} Overlay to Simplify Embedded Accelerator Deployment},
  booktitle    = {24th Euromicro Conference on Digital System Design, {DSD} 2021, Virtual
                  Event / Palermo, Sicily, Italy, September 1-3, 2021},
  pages        = {9--17},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/DSD53832.2021.00011},
  doi          = {10.1109/DSD53832.2021.00011},
  timestamp    = {Mon, 07 Nov 2022 07:58:07 +0100},
  biburl       = {https://dblp.org/rec/conf/dsd/BellocchiCCM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esscirc/GarofaloOM0TBR21,
  author       = {Angelo Garofalo and
                  Gianmarco Ottavi and
                  Alfio Di Mauro and
                  Francesco Conti and
                  Giuseppe Tagliavini and
                  Luca Benini and
                  Davide Rossi},
  title        = {A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b
                  Fully Flexible Bit-Precision and Vector Lockstep Execution Mode},
  booktitle    = {47th {ESSCIRC} 2021 - European Solid State Circuits Conference, {ESSCIR}
                  2021, Grenoble, France, September 13-22, 2021},
  pages        = {267--270},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ESSCIRC53450.2021.9567767},
  doi          = {10.1109/ESSCIRC53450.2021.9567767},
  timestamp    = {Thu, 28 Oct 2021 16:11:37 +0200},
  biburl       = {https://dblp.org/rec/conf/esscirc/GarofaloOM0TBR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/BruschiHT0BR21,
  author       = {Nazareno Bruschi and
                  Germain Haugou and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {GVSoC: {A} Highly Configurable, Fast and Accurate Full-Platform Simulator
                  for {RISC-V} based IoT Processors},
  booktitle    = {39th {IEEE} International Conference on Computer Design, {ICCD} 2021,
                  Storrs, CT, USA, October 24-27, 2021},
  pages        = {409--416},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCD53106.2021.00071},
  doi          = {10.1109/ICCD53106.2021.00071},
  timestamp    = {Tue, 28 Dec 2021 14:09:48 +0100},
  biburl       = {https://dblp.org/rec/conf/iccd/BruschiHT0BR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/BurrelloDP0ZMBP21,
  author       = {Alessio Burrello and
                  Alberto Dequino and
                  Daniele Jahier Pagliari and
                  Francesco Conti and
                  Marcello Zanghieri and
                  Enrico Macii and
                  Luca Benini and
                  Massimo Poncino},
  title        = {{TCN} Mapping Optimization for Ultra-Low Power Time-Series Edge Inference},
  booktitle    = {{IEEE/ACM} International Symposium on Low Power Electronics and Design,
                  {ISLPED} 2021, Boston, MA, USA, July 26-28, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ISLPED52811.2021.9502494},
  doi          = {10.1109/ISLPED52811.2021.9502494},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/islped/BurrelloDP0ZMBP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isscc/RossiCEMMGTPLJF21,
  author       = {Davide Rossi and
                  Francesco Conti and
                  Manuel Eggimann and
                  Stefan Mach and
                  Alfio Di Mauro and
                  Marco Guermandi and
                  Giuseppe Tagliavini and
                  Antonio Pullini and
                  Igor Loi and
                  Jie Chen and
                  Eric Flamand and
                  Luca Benini},
  title        = {4.4 {A} 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes
                  with 1.7{\(\mu\)}W Cognitive Wake-Up From MRAM-Based State-Retentive
                  Sleep Mode},
  booktitle    = {{IEEE} International Solid-State Circuits Conference, {ISSCC} 2021,
                  San Francisco, CA, USA, February 13-22, 2021},
  pages        = {60--62},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ISSCC42613.2021.9365939},
  doi          = {10.1109/ISSCC42613.2021.9365939},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isscc/RossiCEMMGTPLJF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/CapraCM21,
  author       = {Maurizio Capra and
                  Francesco Conti and
                  Maurizio Martina},
  title        = {A Multi-Precision Bit-Serial Hardware Accelerator {IP} for Deep Learning
                  Enabled Internet-of-Things},
  booktitle    = {64th {IEEE} International Midwest Symposium on Circuits and Systems,
                  {MWSCAS} 2021, Lansing, MI, USA, August 9-11, 2021},
  pages        = {192--197},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/MWSCAS47672.2021.9531722},
  doi          = {10.1109/MWSCAS47672.2021.9531722},
  timestamp    = {Fri, 29 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mwscas/CapraCM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10873,
  author       = {Daniele Palossi and
                  Nicky Zimmerman and
                  Alessio Burrello and
                  Francesco Conti and
                  Hanna M{\"{u}}ller and
                  Luca Maria Gambardella and
                  Luca Benini and
                  Alessandro Giusti and
                  J{\'{e}}r{\^{o}}me Guzzi},
  title        = {Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low
                  Power Autonomous Flying Nano-UAVs},
  journal      = {CoRR},
  volume       = {abs/2103.10873},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.10873},
  eprinttype    = {arXiv},
  eprint       = {2103.10873},
  timestamp    = {Wed, 24 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-10873.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01404,
  author       = {Gianmarco Ottavi and
                  Geethan Karunaratne and
                  Francesco Conti and
                  Irem Boybat and
                  Luca Benini and
                  Davide Rossi},
  title        = {End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are
                  We There Yet?},
  journal      = {CoRR},
  volume       = {abs/2109.01404},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.01404},
  eprinttype    = {arXiv},
  eprint       = {2109.01404},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-01404.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09101,
  author       = {Davide Rossi and
                  Francesco Conti and
                  Manuel Eggimann and
                  Alfio Di Mauro and
                  Giuseppe Tagliavini and
                  Stefan Mach and
                  Marco Guermandi and
                  Antonio Pullini and
                  Igor Loi and
                  Jie Chen and
                  Eric Flamand and
                  Luca Benini},
  title        = {Vega: {A} 10-Core SoC for IoT End-Nodes with {DNN} Acceleration and
                  Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode},
  journal      = {CoRR},
  volume       = {abs/2110.09101},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.09101},
  eprinttype    = {arXiv},
  eprint       = {2110.09101},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-09101.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10486,
  author       = {Leonardo Ravaglia and
                  Manuele Rusci and
                  Davide Nadalini and
                  Alessandro Capotondi and
                  Francesco Conti and
                  Luca Benini},
  title        = {A TinyML Platform for On-Device Continual Learning with Quantized
                  Latent Replays},
  journal      = {CoRR},
  volume       = {abs/2110.10486},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.10486},
  eprinttype    = {arXiv},
  eprint       = {2110.10486},
  timestamp    = {Thu, 28 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-10486.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esl/MeloniLDCCCR20,
  author       = {Paolo Meloni and
                  Daniela Loi and
                  Gianfranco Deriu and
                  Marco Carreras and
                  Francesco Conti and
                  Alessandro Capotondi and
                  Davide Rossi},
  title        = {Exploring NEURAghe: {A} Customizable Template for APSoC-Based {CNN}
                  Inference at the Edge},
  journal      = {{IEEE} Embed. Syst. Lett.},
  volume       = {12},
  number       = {2},
  pages        = {62--65},
  year         = {2020},
  url          = {https://doi.org/10.1109/LES.2019.2947312},
  doi          = {10.1109/LES.2019.2947312},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/esl/MeloniLDCCCR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/Serrano-Gotarredona20,
  author       = {Teresa Serrano{-}Gotarredona and
                  Maurizio Valle and
                  Francesco Conti and
                  Hai Li},
  title        = {Introduction to the Special Issue on the 2nd {IEEE} International
                  Conference on Artificial Intelligence Circuits and Systems {(AICAS}
                  2020)},
  journal      = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
  volume       = {10},
  number       = {4},
  pages        = {403--405},
  year         = {2020},
  url          = {https://doi.org/10.1109/JETCAS.2020.3040581},
  doi          = {10.1109/JETCAS.2020.3040581},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/esticas/Serrano-Gotarredona20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbcas/ZanghieriBBKCB20,
  author       = {Marcello Zanghieri and
                  Simone Benatti and
                  Alessio Burrello and
                  Victor Javier Kartsch and
                  Francesco Conti and
                  Luca Benini},
  title        = {Robust Real-Time Embedded {EMG} Recognition Framework Using Temporal
                  Convolutional Networks on a Multicore IoT Processor},
  journal      = {{IEEE} Trans. Biomed. Circuits Syst.},
  volume       = {14},
  number       = {2},
  pages        = {244--256},
  year         = {2020},
  url          = {https://doi.org/10.1109/TBCAS.2019.2959160},
  doi          = {10.1109/TBCAS.2019.2959160},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbcas/ZanghieriBBKCB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/MauroCSRB20,
  author       = {Alfio Di Mauro and
                  Francesco Conti and
                  Pasquale Davide Schiavone and
                  Davide Rossi and
                  Luca Benini},
  title        = {Always-On 674{\(\mu\)} W@4GOP/s Error Resilient Binary Neural Networks
                  With Aggressive {SRAM} Voltage Scaling on a 22-nm IoT End-Node},
  journal      = {{IEEE} Trans. Circuits Syst.},
  volume       = {67-I},
  number       = {11},
  pages        = {3905--3918},
  year         = {2020},
  url          = {https://doi.org/10.1109/TCSI.2020.3012576},
  doi          = {10.1109/TCSI.2020.3012576},
  timestamp    = {Thu, 17 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcas/MauroCSRB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/ZanghieriB0BB20,
  author       = {Marcello Zanghieri and
                  Simone Benatti and
                  Francesco Conti and
                  Alessio Burrello and
                  Luca Benini},
  title        = {Temporal Variability Analysis in sEMG Hand Grasp Recognition using
                  Temporal Convolutional Networks},
  booktitle    = {2nd {IEEE} International Conference on Artificial Intelligence Circuits
                  and Systems, {AICAS} 2020, Genova, Italy, August 31 - September 2,
                  2020},
  pages        = {228--232},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/AICAS48895.2020.9073888},
  doi          = {10.1109/AICAS48895.2020.9073888},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aicas/ZanghieriB0BB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/BruschiG0TR20,
  author       = {Nazareno Bruschi and
                  Angelo Garofalo and
                  Francesco Conti and
                  Giuseppe Tagliavini and
                  Davide Rossi},
  editor       = {Maurizio Palesi and
                  Gianluca Palermo and
                  Catherine Graves and
                  Eishi Arima},
  title        = {Enabling mixed-precision quantized neural networks in extreme-edge
                  devices},
  booktitle    = {Proceedings of the 17th {ACM} International Conference on Computing
                  Frontiers, {CF} 2020, Catania, Sicily, Italy, May 11-13, 2020},
  pages        = {217--220},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3387902.3394038},
  doi          = {10.1145/3387902.3394038},
  timestamp    = {Tue, 02 Jun 2020 18:12:04 +0200},
  biburl       = {https://dblp.org/rec/conf/cf/BruschiG0TR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/GarofaloT0RB20,
  author       = {Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Davide Rossi and
                  Luca Benini},
  title        = {XpulpNN: Accelerating Quantized Neural Networks on {RISC-V} Processors
                  Through {ISA} Extensions},
  booktitle    = {2020 Design, Automation {\&} Test in Europe Conference {\&}
                  Exhibition, {DATE} 2020, Grenoble, France, March 9-13, 2020},
  pages        = {186--191},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.23919/DATE48585.2020.9116529},
  doi          = {10.23919/DATE48585.2020.9116529},
  timestamp    = {Thu, 25 Jun 2020 12:55:44 +0200},
  biburl       = {https://dblp.org/rec/conf/date/GarofaloT0RB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/OttaviGT0BR20,
  author       = {Gianmarco Ottavi and
                  Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {A Mixed-Precision {RISC-V} Processor for Extreme-Edge {DNN} Inference},
  booktitle    = {2020 {IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2020,
                  Limassol, Cyprus, July 6-8, 2020},
  pages        = {512--517},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISVLSI49217.2020.000-5},
  doi          = {10.1109/ISVLSI49217.2020.000-5},
  timestamp    = {Wed, 12 Aug 2020 14:38:21 +0200},
  biburl       = {https://dblp.org/rec/conf/isvlsi/OttaviGT0BR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sips/RavagliaRC0P0MB20,
  author       = {Leonardo Ravaglia and
                  Manuele Rusci and
                  Alessandro Capotondi and
                  Francesco Conti and
                  Lorenzo Pellegrini and
                  Vincenzo Lomonaco and
                  Davide Maltoni and
                  Luca Benini},
  title        = {Memory-Latency-Accuracy Trade-Offs for Continual Learning on a {RISC-V}
                  Extreme-Edge Node},
  booktitle    = {{IEEE} Workshop on Signal Processing Systems, SiPS 2020, Coimbra,
                  Portugal, October 20-22, 2020},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/SiPS50750.2020.9195220},
  doi          = {10.1109/SIPS50750.2020.9195220},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sips/RavagliaRC0P0MB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05930,
  author       = {Francesco Conti},
  title        = {Technical Report: {NEMO} {DNN} Quantization for Deployment Model},
  journal      = {CoRR},
  volume       = {abs/2004.05930},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.05930},
  eprinttype    = {arXiv},
  eprint       = {2004.05930},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-05930.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07759,
  author       = {Nazareno Bruschi and
                  Angelo Garofalo and
                  Francesco Conti and
                  Giuseppe Tagliavini and
                  Davide Rossi},
  title        = {Enabling Mixed-Precision Quantized Neural Networks in Extreme-Edge
                  Devices},
  journal      = {CoRR},
  volume       = {abs/2007.07759},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.07759},
  eprinttype    = {arXiv},
  eprint       = {2007.07759},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-07759.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08952,
  author       = {Alfio Di Mauro and
                  Francesco Conti and
                  Pasquale Davide Schiavone and
                  Davide Rossi and
                  Luca Benini},
  title        = {Always-On 674uW @ 4GOP/s Error Resilient Binary Neural Networks with
                  Aggressive {SRAM} Voltage Scaling on a 22nm IoT End-Node},
  journal      = {CoRR},
  volume       = {abs/2007.08952},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.08952},
  eprinttype    = {arXiv},
  eprint       = {2007.08952},
  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-08952.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13631,
  author       = {Leonardo Ravaglia and
                  Manuele Rusci and
                  Alessandro Capotondi and
                  Francesco Conti and
                  Lorenzo Pellegrini and
                  Vincenzo Lomonaco and
                  Davide Maltoni and
                  Luca Benini},
  title        = {Memory-Latency-Accuracy Trade-offs for Continual Learning on a {RISC-V}
                  Extreme-Edge Node},
  journal      = {CoRR},
  volume       = {abs/2007.13631},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.13631},
  eprinttype    = {arXiv},
  eprint       = {2007.13631},
  timestamp    = {Tue, 31 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-13631.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07127,
  author       = {Alessio Burrello and
                  Angelo Garofalo and
                  Nazareno Bruschi and
                  Giuseppe Tagliavini and
                  Davide Rossi and
                  Francesco Conti},
  title        = {{DORY:} Automatic End-to-End Deployment of Real-World DNNs on Low-Cost
                  IoT MCUs},
  journal      = {CoRR},
  volume       = {abs/2008.07127},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.07127},
  eprinttype    = {arXiv},
  eprint       = {2008.07127},
  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-07127.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04073,
  author       = {Gianmarco Ottavi and
                  Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {A Mixed-Precision {RISC-V} Processor for Extreme-Edge {DNN} Inference},
  journal      = {CoRR},
  volume       = {abs/2010.04073},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.04073},
  eprinttype    = {arXiv},
  eprint       = {2010.04073},
  timestamp    = {Tue, 13 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-04073.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04107,
  author       = {Sergi Abadal and
                  Robert Guirado and
                  Hamidreza Taghvaee and
                  Akshay Jain and
                  Elana Pereira de Santana and
                  Peter Haring Bol{\'{\i}}var and
                  Mohamed Saeed Elsayed and
                  Renato Negra and
                  Zhenxing Wang and
                  Kun{-}Ta Wang and
                  Max C. Lemme and
                  Joshua Klein and
                  Marina Zapater and
                  Alexandre Levisse and
                  David Atienza and
                  Davide Rossi and
                  Francesco Conti and
                  Martino Dazzi and
                  Geethan Karunaratne and
                  Irem Boybat and
                  Abu Sebastian},
  title        = {Graphene-based Wireless Agile Interconnects for Massive Heterogeneous
                  Multi-chip Processors},
  journal      = {CoRR},
  volume       = {abs/2011.04107},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.04107},
  eprinttype    = {arXiv},
  eprint       = {2011.04107},
  timestamp    = {Thu, 17 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-04107.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14325,
  author       = {Angelo Garofalo and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Luca Benini and
                  Davide Rossi},
  title        = {XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized
                  Neural Network on {RISC-V} based IoT End Nodes},
  journal      = {CoRR},
  volume       = {abs/2011.14325},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.14325},
  eprinttype    = {arXiv},
  eprint       = {2011.14325},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-14325.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/PalossiLCFSB19,
  author       = {Daniele Palossi and
                  Antonio Loquercio and
                  Francesco Conti and
                  Eric Flamand and
                  Davide Scaramuzza and
                  Luca Benini},
  title        = {A 64-mW DNN-Based Visual Navigation Engine for Autonomous Nano-Drones},
  journal      = {{IEEE} Internet Things J.},
  volume       = {6},
  number       = {5},
  pages        = {8357--8371},
  year         = {2019},
  url          = {https://doi.org/10.1109/JIOT.2019.2917066},
  doi          = {10.1109/JIOT.2019.2917066},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iotj/PalossiLCFSB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/MeloniLBDPSSM0B19,
  author       = {Paolo Meloni and
                  Daniela Loi and
                  Paola Busia and
                  Gianfranco Deriu and
                  Andy D. Pimentel and
                  Dolly Sapra and
                  Todor P. Stefanov and
                  Svetlana Minakova and
                  Francesco Conti and
                  Luca Benini and
                  Maura Pintor and
                  Battista Biggio and
                  Bernhard Moser and
                  Natalia Shepeleva and
                  Nikos Fragoulis and
                  Ilias Theodorakopoulos and
                  Michael Masin and
                  Francesca Palumbo},
  editor       = {Francesca Palumbo and
                  Michela Becchi and
                  Martin Schulz and
                  Kento Sato},
  title        = {Optimization and deployment of CNNs at the edge: the {ALOHA} experience},
  booktitle    = {Proceedings of the 16th {ACM} International Conference on Computing
                  Frontiers, {CF} 2019, Alghero, Italy, April 30 - May 2, 2019},
  pages        = {326--332},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3310273.3323435},
  doi          = {10.1145/3310273.3323435},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cf/MeloniLBDPSSM0B19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codes/Burrello0GRB19,
  author       = {Alessio Burrello and
                  Francesco Conti and
                  Angelo Garofalo and
                  Davide Rossi and
                  Luca Benini},
  title        = {{DORY:} Lightweight memory hierarchy management for deep {NN} inference
                  on IoT endnodes: work-in-progress},
  booktitle    = {Proceedings of the International Conference on Hardware/Software Codesign
                  and System Synthesis Companion, {CODES+ISSS} 2019, part of {ESWEEK}
                  2019, New York, NY, USA, October 13-18, 2019},
  pages        = {17:1--17:2},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3349567.3351726},
  doi          = {10.1145/3349567.3351726},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/codes/Burrello0GRB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/Palossi0B19,
  author       = {Daniele Palossi and
                  Francesco Conti and
                  Luca Benini},
  title        = {An Open Source and Open Hardware Deep Learning-Powered Visual Navigation
                  Engine for Autonomous Nano-UAVs},
  booktitle    = {15th International Conference on Distributed Computing in Sensor Systems,
                  {DCOSS} 2019, Santorini, Greece, May 29-31, 2019},
  pages        = {604--611},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/DCOSS.2019.00111},
  doi          = {10.1109/DCOSS.2019.00111},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dcoss/Palossi0B19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/GarofaloR0RB19,
  author       = {Angelo Garofalo and
                  Manuele Rusci and
                  Francesco Conti and
                  Davide Rossi and
                  Luca Benini},
  title        = {{PULP-NN:} {A} Computing Library for Quantized Neural Network inference
                  at the edge on {RISC-V} Based Parallel Ultra Low Power Clusters},
  booktitle    = {26th {IEEE} International Conference on Electronics, Circuits and
                  Systems, {ICECS} 2019, Genoa, Italy, November 27-29, 2019},
  pages        = {33--36},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICECS46596.2019.8965067},
  doi          = {10.1109/ICECS46596.2019.8965067},
  timestamp    = {Mon, 03 Feb 2020 12:19:05 +0100},
  biburl       = {https://dblp.org/rec/conf/icecsys/GarofaloR0RB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01492,
  author       = {Arthur Stoutchinin and
                  Francesco Conti and
                  Luca Benini},
  title        = {Optimally Scheduling {CNN} Convolutions for Efficient Memory Access},
  journal      = {CoRR},
  volume       = {abs/1902.01492},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.01492},
  eprinttype    = {arXiv},
  eprint       = {1902.01492},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-01492.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04166,
  author       = {Daniele Palossi and
                  Francesco Conti and
                  Luca Benini},
  title        = {An Open Source and Open Hardware Deep Learning-powered Visual Navigation
                  Engine for Autonomous Nano-UAVs},
  journal      = {CoRR},
  volume       = {abs/1905.04166},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.04166},
  eprinttype    = {arXiv},
  eprint       = {1905.04166},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-04166.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11263,
  author       = {Angelo Garofalo and
                  Manuele Rusci and
                  Francesco Conti and
                  Davide Rossi and
                  Luca Benini},
  title        = {{PULP-NN:} Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power
                  {RISC-V} Processors},
  journal      = {CoRR},
  volume       = {abs/1908.11263},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.11263},
  eprinttype    = {arXiv},
  eprint       = {1908.11263},
  timestamp    = {Wed, 04 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-11263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/ContiSB18,
  author       = {Francesco Conti and
                  Pasquale Davide Schiavone and
                  Luca Benini},
  title        = {{XNOR} Neural Engine: {A} Hardware Accelerator {IP} for 21.6-fJ/op
                  Binary Neural Network Inference},
  journal      = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
  volume       = {37},
  number       = {11},
  pages        = {2940--2951},
  year         = {2018},
  url          = {https://doi.org/10.1109/TCAD.2018.2857019},
  doi          = {10.1109/TCAD.2018.2857019},
  timestamp    = {Thu, 24 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcad/ContiSB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/PulliniCRLGB18,
  author       = {Antonio Pullini and
                  Francesco Conti and
                  Davide Rossi and
                  Igor Loi and
                  Michael Gautschi and
                  Luca Benini},
  title        = {A Heterogeneous Multicore System on Chip for Energy Efficient Brain
                  Inspired Computing},
  journal      = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
  volume       = {65-II},
  number       = {8},
  pages        = {1094--1098},
  year         = {2018},
  url          = {https://doi.org/10.1109/TCSII.2017.2652982},
  doi          = {10.1109/TCSII.2017.2652982},
  timestamp    = {Wed, 27 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcas/PulliniCRLGB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trets/MeloniCDBCRRB18,
  author       = {Paolo Meloni and
                  Alessandro Capotondi and
                  Gianfranco Deriu and
                  Michele Brian and
                  Francesco Conti and
                  Davide Rossi and
                  Luigi Raffo and
                  Luca Benini},
  title        = {NEURAghe: Exploiting {CPU-FPGA} Synergies for Efficient and Flexible
                  {CNN} Inference Acceleration on Zynq SoCs},
  journal      = {{ACM} Trans. Reconfigurable Technol. Syst.},
  volume       = {11},
  number       = {3},
  pages        = {18:1--18:24},
  year         = {2018},
  url          = {https://doi.org/10.1145/3284357},
  doi          = {10.1145/3284357},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/trets/MeloniCDBCRRB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/FlamandR0LPRB18,
  author       = {Eric Flamand and
                  Davide Rossi and
                  Francesco Conti and
                  Igor Loi and
                  Antonio Pullini and
                  Florent Rotenberg and
                  Luca Benini},
  title        = {{GAP-8:} {A} {RISC-V} SoC for {AI} at the Edge of the IoT},
  booktitle    = {29th {IEEE} International Conference on Application-specific Systems,
                  Architectures and Processors, {ASAP} 2018, Milano, Italy, July 10-12,
                  2018},
  pages        = {1--4},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ASAP.2018.8445101},
  doi          = {10.1109/ASAP.2018.8445101},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asap/FlamandR0LPRB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/GomezCB18,
  author       = {Andres Gomez and
                  Francesco Conti and
                  Luca Benini},
  editor       = {David R. Kaeli and
                  Miquel Peric{\`{a}}s},
  title        = {Thermal image-based CNN's for ultra-low power people recognition},
  booktitle    = {Proceedings of the 15th {ACM} International Conference on Computing
                  Frontiers, {CF} 2018, Ischia, Italy, May 08-10, 2018},
  pages        = {326--331},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3203217.3204465},
  doi          = {10.1145/3203217.3204465},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cf/GomezCB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicc/0001CPSB18,
  author       = {Francesco Conti and
                  Lukas Cavigelli and
                  Gianna Paulin and
                  Igor Susmelj and
                  Luca Benini},
  title        = {Chipmunk: {A} systolically scalable 0.9 mm\({}^{\mbox{2}}\), 3.08Gop/s/mW
                  @ 1.2 mW accelerator for near-sensor recurrent neural network inference},
  booktitle    = {2018 {IEEE} Custom Integrated Circuits Conference, {CICC} 2018, San
                  Diego, CA, USA, April 8-11, 2018},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/CICC.2018.8357068},
  doi          = {10.1109/CICC.2018.8357068},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cicc/0001CPSB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codes/RusciC0B18,
  author       = {Manuele Rusci and
                  Alessandro Capotondi and
                  Francesco Conti and
                  Luca Benini},
  editor       = {Aviral Shrivastava and
                  Sudeep Pasricha},
  title        = {Quantized NNs as the definitive solution for inference on low-power
                  {ARM} MCUs?: work-in-progress},
  booktitle    = {Proceedings of the International Conference on Hardware/Software Codesign
                  and System Synthesis, {CODES+ISSS} 2018, part of {ESWEEK} 2018, Torino,
                  Italy, September 30 - October 5, 2018},
  pages        = {12},
  publisher    = {{IEEE} / {ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1109/CODESISSS.2018.8525915},
  doi          = {10.1109/CODESISSS.2018.8525915},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/codes/RusciC0B18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esweek/MeloniLDPSMSCBR18,
  author       = {Paolo Meloni and
                  Daniela Loi and
                  Gianfranco Deriu and
                  Andy D. Pimentel and
                  Dolly Sapra and
                  Bernhard Moser and
                  Natalia Shepeleva and
                  Francesco Conti and
                  Luca Benini and
                  Oscar Ripolles and
                  David Solans and
                  Maura Pintor and
                  Battista Biggio and
                  Todor P. Stefanov and
                  Svetlana Minakova and
                  Nikolaos Fragoulis and
                  Ilias Theodorakopoulos and
                  Michael Masin and
                  Francesca Palumbo},
  editor       = {Maurizio Martina and
                  William Fornaciari},
  title        = {{ALOHA:} an architectural-aware framework for deep learning at the
                  edge},
  booktitle    = {Proceedings of the Workshop on INTelligent Embedded Systems Architectures
                  and Applications, INTESA@ESWEEK 2018, Turin, Italy, October 04-04,
                  2018},
  pages        = {19--26},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3285017.3285019},
  doi          = {10.1145/3285017.3285019},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esweek/MeloniLDPSMSCBR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icm2/MeloniLDPSPBRS018,
  author       = {Paolo Meloni and
                  Daniela Loi and
                  Gianfranco Deriu and
                  Andy D. Pimentel and
                  Dolly Sapra and
                  Maura Pintor and
                  Battista Biggio and
                  Oscar Ripolles and
                  David Solans and
                  Francesco Conti and
                  Luca Benini and
                  Todor P. Stefanov and
                  Svetlana Minakova and
                  Bernhard Moser and
                  Natalia Shepeleva and
                  Michael Masin and
                  Francesca Palumbo and
                  Nikos Fragoulis and
                  Ilias Theodorakopoulos},
  title        = {Architecture-aware design and implementation of {CNN} algorithms for
                  embedded inference: the {ALOHA} project},
  booktitle    = {30th International Conference on Microelectronics, {ICM} 2018, Sousse,
                  Tunisia, December 16-19, 2018},
  pages        = {52--55},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICM.2018.8704093},
  doi          = {10.1109/ICM.2018.8704093},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icm2/MeloniLDPSPBRS018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01831,
  author       = {Daniele Palossi and
                  Antonio Loquercio and
                  Francesco Conti and
                  Eric Flamand and
                  Davide Scaramuzza and
                  Luca Benini},
  title        = {Ultra Low Power Deep-Learning-powered Autonomous Nano Drones},
  journal      = {CoRR},
  volume       = {abs/1805.01831},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.01831},
  eprinttype    = {arXiv},
  eprint       = {1805.01831},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-01831.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03010,
  author       = {Francesco Conti and
                  Pasquale Davide Schiavone and
                  Luca Benini},
  title        = {{XNOR} Neural Engine: a Hardware Accelerator {IP} for 21.6 fJ/op Binary
                  Neural Network Inference},
  journal      = {CoRR},
  volume       = {abs/1807.03010},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.03010},
  eprinttype    = {arXiv},
  eprint       = {1807.03010},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-03010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/RossiLPMBCBF17,
  author       = {Davide Rossi and
                  Igor Loi and
                  Antonio Pullini and
                  Thomas Christoph M{\"{u}}ller and
                  Andreas Burg and
                  Francesco Conti and
                  Luca Benini and
                  Philippe Flatresse},
  title        = {A Self-Aware Architecture for {PVT} Compensation and Power Nap in
                  Near Threshold Processors},
  journal      = {{IEEE} Des. Test},
  volume       = {34},
  number       = {6},
  pages        = {46--53},
  year         = {2017},
  url          = {https://doi.org/10.1109/MDAT.2017.2750907},
  doi          = {10.1109/MDAT.2017.2750907},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dt/RossiLPMBCBF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/ContiSSPRGMGLHM17,
  author       = {Francesco Conti and
                  Robert Schilling and
                  Pasquale Davide Schiavone and
                  Antonio Pullini and
                  Davide Rossi and
                  Frank Kagan G{\"{u}}rkaynak and
                  Michael Muehlberghuber and
                  Michael Gautschi and
                  Igor Loi and
                  Germain Haugou and
                  Stefan Mangard and
                  Luca Benini},
  title        = {An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor
                  Analytics},
  journal      = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
  volume       = {64-I},
  number       = {9},
  pages        = {2481--2494},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCSI.2017.2698019},
  doi          = {10.1109/TCSI.2017.2698019},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcas/ContiSSPRGMGLHM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/ContiPAMB17,
  author       = {Francesco Conti and
                  Daniele Palossi and
                  Renzo Andri and
                  Michele Magno and
                  Luca Benini},
  title        = {Accelerated Visual Context Classification on a Low-Power Smartwatch},
  journal      = {{IEEE} Trans. Hum. Mach. Syst.},
  volume       = {47},
  number       = {1},
  pages        = {19--30},
  year         = {2017},
  url          = {https://doi.org/10.1109/THMS.2016.2623482},
  doi          = {10.1109/THMS.2016.2623482},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/thms/ContiPAMB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/Mauro0B17,
  author       = {Alfio Di Mauro and
                  Francesco Conti and
                  Luca Benini},
  title        = {An Ultra-Low Power Address-Event Sensor Interface for Energy-Proportional
                  Time-to-Information Extraction},
  booktitle    = {Proceedings of the 54th Annual Design Automation Conference, {DAC}
                  2017, Austin, TX, USA, June 18-22, 2017},
  pages        = {75:1--75:6},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3061639.3062201},
  doi          = {10.1145/3061639.3062201},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dac/Mauro0B17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipeac/GurkaynakSM0MB17,
  author       = {Frank K. G{\"{u}}rkaynak and
                  Robert Schilling and
                  Michael Muehlberghuber and
                  Francesco Conti and
                  Stefan Mangard and
                  Luca Benini},
  editor       = {Mats Brorsson and
                  Zhonghai Lu and
                  Giovanni Agosta and
                  Alessandro Barenghi and
                  Gerardo Pelosi},
  title        = {Multi-core data analytics SoC with a flexible 1.76 Gbit/s {AES-XTS}
                  cryptographic accelerator in 65 nm {CMOS}},
  booktitle    = {Proceedings of the Fourth Workshop on Cryptography and Security in
                  Computing Systems, CS2@HiPEAC 2017, Stockholm, Sweden, January 24,
                  2017},
  pages        = {19--24},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3031836.3031840},
  doi          = {10.1145/3031836.3031840},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hipeac/GurkaynakSM0MB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/patmos/Schiavone0RGPFB17,
  author       = {Pasquale Davide Schiavone and
                  Francesco Conti and
                  Davide Rossi and
                  Michael Gautschi and
                  Antonio Pullini and
                  Eric Flamand and
                  Luca Benini},
  title        = {Slow and steady wins the race? {A} comparison of ultra-low-power {RISC-V}
                  cores for Internet-of-Things applications},
  booktitle    = {27th International Symposium on Power and Timing Modeling, Optimization
                  and Simulation, {PATMOS} 2017, Thessaloniki, Greece, September 25-27,
                  2017},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/PATMOS.2017.8106976},
  doi          = {10.1109/PATMOS.2017.8106976},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/patmos/Schiavone0RGPFB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05734,
  author       = {Francesco Conti and
                  Lukas Cavigelli and
                  Gianna Paulin and
                  Igor Susmelj and
                  Luca Benini},
  title        = {Chipmunk: {A} Systolically Scalable 0.9 mm\({}^{\mbox{2}}\), 3.08
                  Gop/s/mW @ 1.2 mW Accelerator for Near-Sensor Recurrent Neural Network
                  Inference},
  journal      = {CoRR},
  volume       = {abs/1711.05734},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.05734},
  eprinttype    = {arXiv},
  eprint       = {1711.05734},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-05734.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00994,
  author       = {Paolo Meloni and
                  Alessandro Capotondi and
                  Gianfranco Deriu and
                  Michele Brian and
                  Francesco Conti and
                  Davide Rossi and
                  Luigi Raffo and
                  Luca Benini},
  title        = {NEURAghe: Exploiting {CPU-FPGA} Synergies for Efficient and Flexible
                  {CNN} Inference Acceleration on Zynq SoCs},
  journal      = {CoRR},
  volume       = {abs/1712.00994},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.00994},
  eprinttype    = {arXiv},
  eprint       = {1712.00994},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-00994.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Conti16,
  author       = {Francesco Conti},
  title        = {Heterogeneous Architectures For Parallel Acceleration},
  school       = {University of Bologna, Italy},
  year         = {2016},
  url          = {http://amsdottorato.unibo.it/7406/},
  timestamp    = {Fri, 02 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Conti16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mam/TuveriMPSLCR16,
  author       = {Giuseppe Tuveri and
                  Paolo Meloni and
                  Francesca Palumbo and
                  Giovanni Pietro Seu and
                  Igor Loi and
                  Francesco Conti and
                  Luigi Raffo},
  title        = {On-the-fly adaptivity for process networks over shared-memory platforms},
  journal      = {Microprocess. Microsystems},
  volume       = {46},
  pages        = {240--254},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.micpro.2016.06.010},
  doi          = {10.1016/J.MICPRO.2016.06.010},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mam/TuveriMPSLCR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/0001RPLB16,
  author       = {Francesco Conti and
                  Davide Rossi and
                  Antonio Pullini and
                  Igor Loi and
                  Luca Benini},
  title        = {{PULP:} {A} Ultra-Low Power Parallel Accelerator for Energy-Efficient
                  and Flexible Embedded Vision},
  journal      = {J. Signal Process. Syst.},
  volume       = {84},
  number       = {3},
  pages        = {339--354},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11265-015-1070-9},
  doi          = {10.1007/S11265-015-1070-9},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/vlsisp/0001RPLB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/ContiMPB16,
  author       = {Francesco Conti and
                  Andrea Marongiu and
                  Chuck Pilkington and
                  Luca Benini},
  title        = {He-P2012: Performance and Energy Exploration of Architecturally Heterogeneous
                  Many-Cores},
  journal      = {J. Signal Process. Syst.},
  volume       = {85},
  number       = {3},
  pages        = {325--340},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11265-015-1056-7},
  doi          = {10.1007/S11265-015-1056-7},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/vlsisp/ContiMPB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cd/MeloniD0LRB16,
  author       = {Paolo Meloni and
                  Gianfranco Deriu and
                  Francesco Conti and
                  Igor Loi and
                  Luigi Raffo and
                  Luca Benini},
  editor       = {Gianluca Palermo and
                  John Feo},
  title        = {Curbing the roofline: a scalable and flexible architecture for CNNs
                  on {FPGA}},
  booktitle    = {Proceedings of the {ACM} International Conference on Computing Frontiers,
                  CF'16, Como, Italy, May 16-19, 2016},
  pages        = {376--383},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2903150.2911715},
  doi          = {10.1145/2903150.2911715},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cd/MeloniD0LRB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/0001PMRB16,
  author       = {Francesco Conti and
                  Daniele Palossi and
                  Andrea Marongiu and
                  Davide Rossi and
                  Luca Benini},
  editor       = {Luca Fanucci and
                  J{\"{u}}rgen Teich},
  title        = {Enabling the heterogeneous accelerator model on ultra-low power microcontroller
                  platforms},
  booktitle    = {2016 Design, Automation {\&} Test in Europe Conference {\&}
                  Exhibition, {DATE} 2016, Dresden, Germany, March 14-18, 2016},
  pages        = {1201--1206},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://ieeexplore.ieee.org/document/7459494/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/date/0001PMRB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/Pullini0RLGB16,
  author       = {Antonio Pullini and
                  Francesco Conti and
                  Davide Rossi and
                  Igor Loi and
                  Michael Gautschi and
                  Luca Benini},
  title        = {A heterogeneous multi-core system-on-chip for energy efficient brain
                  inspired vision},
  booktitle    = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2016,
                  Montr{\'{e}}al, QC, Canada, May 22-25, 2016},
  pages        = {2910},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ISCAS.2016.7539213},
  doi          = {10.1109/ISCAS.2016.7539213},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscas/Pullini0RLGB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/reconfig/MeloniD0LRB16,
  author       = {Paolo Meloni and
                  Gianfranco Deriu and
                  Francesco Conti and
                  Igor Loi and
                  Luigi Raffo and
                  Luca Benini},
  editor       = {Peter M. Athanas and
                  Ren{\'{e}} Cumplido and
                  Claudia Feregrino and
                  Ron Sass},
  title        = {A high-efficiency runtime reconfigurable {IP} for {CNN} acceleration
                  on a mid-range all-programmable SoC},
  booktitle    = {International Conference on ReConFigurable Computing and FPGAs, ReConFig
                  2016, Cancun, Mexico, November 30 - Dec. 2, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ReConFig.2016.7857144},
  doi          = {10.1109/RECONFIG.2016.7857144},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/reconfig/MeloniD0LRB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001SSPRGMGLHMB16,
  author       = {Francesco Conti and
                  Robert Schilling and
                  Pasquale Davide Schiavone and
                  Antonio Pullini and
                  Davide Rossi and
                  Frank Kagan G{\"{u}}rkaynak and
                  Michael Muehlberghuber and
                  Michael Gautschi and
                  Igor Loi and
                  Germain Haugou and
                  Stefan Mangard and
                  Luca Benini},
  title        = {An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor
                  Analytics},
  journal      = {CoRR},
  volume       = {abs/1612.05974},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.05974},
  eprinttype    = {arXiv},
  eprint       = {1612.05974},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/0001SSPRGMGLHMB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/0001B15,
  author       = {Francesco Conti and
                  Luca Benini},
  editor       = {Wolfgang Nebel and
                  David Atienza},
  title        = {A ultra-low-energy convolution engine for fast brain-inspired vision
                  in multicore clusters},
  booktitle    = {Proceedings of the 2015 Design, Automation {\&} Test in Europe
                  Conference {\&} Exhibition, {DATE} 2015, Grenoble, France, March
                  9-13, 2015},
  pages        = {683--688},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {http://dl.acm.org/citation.cfm?id=2755910},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/date/0001B15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotchips/Rossi0MPLGTCFB15,
  author       = {Davide Rossi and
                  Francesco Conti and
                  Andrea Marongiu and
                  Antonio Pullini and
                  Igor Loi and
                  Michael Gautschi and
                  Giuseppe Tagliavini and
                  Alessandro Capotondi and
                  Philippe Flatresse and
                  Luca Benini},
  title        = {{PULP:} {A} parallel ultra low power platform for next generation
                  IoT applications},
  booktitle    = {2015 {IEEE} Hot Chips 27 Symposium (HCS), Cupertino, CA, USA, August
                  22-25, 2015},
  pages        = {1--39},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.ieeecomputersociety.org/10.1109/HOTCHIPS.2015.7477325},
  doi          = {10.1109/HOTCHIPS.2015.7477325},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hotchips/Rossi0MPLGTCFB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/ContiPMB14,
  author       = {Francesco Conti and
                  Chuck Pilkington and
                  Andrea Marongiu and
                  Luca Benini},
  title        = {He-P2012: Architectural heterogeneity exploration on a scalable many-core
                  platform},
  booktitle    = {{IEEE} 25th International Conference on Application-Specific Systems,
                  Architectures and Processors, {ASAP} 2014, Zurich, Switzerland, June
                  18-20, 2014},
  pages        = {114--120},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ASAP.2014.6868645},
  doi          = {10.1109/ASAP.2014.6868645},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asap/ContiPMB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0001PB14,
  author       = {Francesco Conti and
                  Antonio Pullini and
                  Luca Benini},
  title        = {Brain-Inspired Classroom Occupancy Monitoring on a Low-Power Mobile
                  Platform},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  Workshops 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {624--629},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPRW.2014.95},
  doi          = {10.1109/CVPRW.2014.95},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/0001PB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/BurgioTCMB14,
  author       = {Paolo Burgio and
                  Giuseppe Tagliavini and
                  Francesco Conti and
                  Andrea Marongiu and
                  Luca Benini},
  editor       = {Gerhard P. Fettweis and
                  Wolfgang Nebel},
  title        = {Tightly-coupled hardware support to dynamic parallelism acceleration
                  in embedded shared memory clusters},
  booktitle    = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
                  {DATE} 2014, Dresden, Germany, March 24-28, 2014},
  pages        = {1--6},
  publisher    = {European Design and Automation Association},
  year         = {2014},
  url          = {https://doi.org/10.7873/DATE.2014.169},
  doi          = {10.7873/DATE.2014.169},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/date/BurgioTCMB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/ContiPMB14,
  author       = {Francesco Conti and
                  Chuck Pilkington and
                  Andrea Marongiu and
                  Luca Benini},
  editor       = {Joseph R. Cavallaro and
                  Tong Zhang and
                  Alex K. Jones and
                  Hai (Helen) Li},
  title        = {He-P2012: architectural heterogeneity exploration on a scalable many-core
                  platform},
  booktitle    = {Great Lakes Symposium on {VLSI} 2014, {GLSVLSI} '14, Houston, TX,
                  {USA} - May 21 - 23, 2014},
  pages        = {231--232},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2591513.2591553},
  doi          = {10.1145/2591513.2591553},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/glvlsi/ContiPMB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/MeloniTRLC14,
  author       = {Paolo Meloni and
                  Giuseppe Tuveri and
                  Luigi Raffo and
                  Igor Loi and
                  Francesco Conti},
  editor       = {Masoud Daneshtalab and
                  Masoumeh Ebrahimi and
                  Maurizio Palesi and
                  Federico Angiolini and
                  Juha Plosila},
  title        = {A Stream Buffer Mechanism for Pervasive Splitting Transformations
                  on Polyhedral Process Networks},
  booktitle    = {Proceedings of the 2nd International Workshop on Many-core Embedded
                  Systems, MES'2014, in conjunction with the 41st International Symposium
                  on Computer Architecture, ISCA'2014, Minneapolis, MN, USA, June 15,
                  2014},
  pages        = {25--32},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2613908.2613913},
  doi          = {10.1145/2613908.2613913},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isca/MeloniTRLC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/meco/MeloniTRLC14,
  author       = {Paolo Meloni and
                  Giuseppe Tuveri and
                  Luigi Raffo and
                  Igor Loi and
                  Francesco Conti},
  title        = {Online process transformation for polyhedral process networks in shared-memory
                  MPSoCs},
  booktitle    = {3rd Mediterranean Conference on Embedded Computing, {MECO} 2014, Budva,
                  Montenegro, June 15-19, 2014},
  pages        = {92--97},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/MECO.2014.6862666},
  doi          = {10.1109/MECO.2014.6862666},
  timestamp    = {Mon, 08 Feb 2021 13:26:44 +0100},
  biburl       = {https://dblp.org/rec/conf/meco/MeloniTRLC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sips/0001RPLB14,
  author       = {Francesco Conti and
                  Davide Rossi and
                  Antonio Pullini and
                  Igor Loi and
                  Luca Benini},
  title        = {Energy-efficient vision on the {PULP} platform for ultra-low power
                  parallel computing},
  booktitle    = {2014 {IEEE} Workshop on Signal Processing Systems, SiPS 2014, Belfast,
                  United Kingdom, October 20-22, 2014},
  pages        = {274--279},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SiPS.2014.6986099},
  doi          = {10.1109/SIPS.2014.6986099},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sips/0001RPLB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codes/ContiMB13,
  author       = {Francesco Conti and
                  Andrea Marongiu and
                  Luca Benini},
  title        = {Synthesis-friendly techniques for tightly-coupled integration of hardware
                  accelerators into shared-memory multi-core clusters},
  booktitle    = {Proceedings of the International Conference on Hardware/Software Codesign
                  and System Synthesis, {CODES+ISSS} 2013, Montreal, QC, Canada, September
                  29 - October 4, 2013},
  pages        = {5:1--5:10},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/CODES-ISSS.2013.6658992},
  doi          = {10.1109/CODES-ISSS.2013.6658992},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/codes/ContiMB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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