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BibTeX records: Francesco Conti 0001
@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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