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ORCIDBibTeX records: M. Hassan Najafi
@article{DBLP:journals/esl/AyarSAMNM24,
author = {Alaaddin Goktug Ayar and
Abdullah Sahruri and
Sercan Aygun and
Mehran Shoushtari Moghadam and
M. Hassan Najafi and
Martin Margala},
title = {Detecting Vulnerability in Hardware Description Languages: Opcode
Language Processing},
journal = {{IEEE} Embed. Syst. Lett.},
volume = {16},
number = {2},
pages = {222--226},
year = {2024},
url = {https://doi.org/10.1109/LES.2023.3334728},
doi = {10.1109/LES.2023.3334728},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esl/AyarSAMNM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/MoghadamAAN24,
author = {Mehran Shoushtari Moghadam and
Sercan Aygun and
Mohsen Riahi Alam and
M. Hassan Najafi},
title = {{P2LSG:} Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic
Computing},
booktitle = {Proceedings of the 29th Asia and South Pacific Design Automation Conference,
{ASPDAC} 2024, Incheon, Korea, January 22-25, 2024},
pages = {38--45},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ASP-DAC58780.2024.10473928},
doi = {10.1109/ASP-DAC58780.2024.10473928},
timestamp = {Thu, 22 Aug 2024 15:31:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/MoghadamAAN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/AygunMN24,
author = {Sercan Aygun and
Mehran Shoushtari Moghadam and
M. Hassan Najafi},
title = {uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional
Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://ieeexplore.ieee.org/document/10546545},
timestamp = {Mon, 17 Jun 2024 14:45:14 +0200},
biburl = {https://dblp.org/rec/conf/date/AygunMN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AyarANM24,
author = {Alaaddin Goktug Ayar and
Sercan Aygun and
M. Hassan Najafi and
Martin Margala},
editor = {Inna Partin{-}Vaisband and
Srinivas Katkoori and
Lu Peng and
Boris Vaisband and
Tooraj Nikoubin},
title = {Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional
Computing},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2024, {GLSVLSI}
2024, Clearwater, FL, USA, June 12-14, 2024},
pages = {355--356},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3649476.3658795},
doi = {10.1145/3649476.3658795},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AyarANM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04861,
author = {Faeze S. Banitaba and
Sercan Aygun and
M. Hassan Najafi},
title = {Late Breaking Results: Fortifying Neural Networks: Safeguarding Against
Adversarial Attacks with Stochastic Computing},
journal = {CoRR},
volume = {abs/2407.04861},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04861},
doi = {10.48550/ARXIV.2407.04861},
eprinttype = {arXiv},
eprint = {2407.04861},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esl/AygunKNOG23,
author = {Sercan Aygun and
Lida Kouhalvandi and
M. Hassan Najafi and
Serdar {\"{O}}zoguz and
Ece Olcay G{\"{u}}nes},
title = {Hardware-Software Co-Optimization of Long-Latency Stochastic Computing},
journal = {{IEEE} Embed. Syst. Lett.},
volume = {15},
number = {4},
pages = {190--193},
year = {2023},
url = {https://doi.org/10.1109/LES.2023.3298734},
doi = {10.1109/LES.2023.3298734},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/esl/AygunKNOG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esl/MoghadamAN23,
author = {Mehran Shoushtari Moghadam and
Sercan Aygun and
M. Hassan Najafi},
title = {No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained
Devices},
journal = {{IEEE} Embed. Syst. Lett.},
volume = {15},
number = {4},
pages = {210--213},
year = {2023},
url = {https://doi.org/10.1109/LES.2023.3298732},
doi = {10.1109/LES.2023.3298732},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/esl/MoghadamAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/SotiriadisHNS23,
author = {Paul P. Sotiriadis and
Jie Han and
M. Hassan Najafi and
Josep Llu{\'{\i}}s Rossell{\'{o}} Sanz},
title = {Guest Editorial Unconventional Computing Techniques for Emerging Technology
Applications},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {13},
number = {1},
pages = {1--6},
year = {2023},
url = {https://doi.org/10.1109/JETCAS.2023.3251059},
doi = {10.1109/JETCAS.2023.3251059},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esticas/SotiriadisHNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/SchoberEAJNT23,
author = {Peter Schober and
Seyedeh Newsha Estiri and
Sercan Aygun and
Amir Hossein Jalilvand and
M. Hassan Najafi and
Nima TaheriNejad},
title = {Stochastic Computing Design and Implementation of a Sound Source Localization
System},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {13},
number = {1},
pages = {295--311},
year = {2023},
url = {https://doi.org/10.1109/JETCAS.2023.3243604},
doi = {10.1109/JETCAS.2023.3243604},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esticas/SchoberEAJNT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/AygunNIG23,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani and
Ece Olcay G{\"{u}}nes},
title = {Agile Simulation of Stochastic Computing Image Processing With Contingency
Tables},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {10},
pages = {3474--3478},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2023.3243136},
doi = {10.1109/TCAD.2023.3243136},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/AygunNIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/GivakiKGGN23,
author = {Kamyar Givaki and
Ahmad Khonsari and
MohammadHosein Gholamrezaei and
Saeid Gorgin and
M. Hassan Najafi},
title = {A Generalized Residue Number System Design Approach for Ultralow-Power
Arithmetic Circuits Based on Deterministic Bit-Streams},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {42},
number = {11},
pages = {3787--3800},
year = {2023},
url = {https://doi.org/10.1109/TCAD.2023.3250603},
doi = {10.1109/TCAD.2023.3250603},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcad/GivakiKGGN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/AygunNI23,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani},
title = {A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector
Encoding},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/DATE56975.2023.10137195},
doi = {10.23919/DATE56975.2023.10137195},
timestamp = {Wed, 07 Jun 2023 22:08:03 +0200},
biburl = {https://dblp.org/rec/conf/date/AygunNI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AygunNIG23,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani and
Ece Olcay G{\"{u}}nes},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Reconvergent Path-aware Simulation of Bit-stream Processing},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {225--226},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590323},
doi = {10.1145/3583781.3590323},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AygunNIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AygunNIG23a,
author = {Sercan Aygun and
M. Hassan Najafi and
Mohsen Imani and
Ece Olcay G{\"{u}}nes},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation
of Stochastic Vision Machines},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {273--279},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590217},
doi = {10.1145/3583781.3590217},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AygunNIG23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AlamNTIP23,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima TaheriNejad and
Mohsen Imani and
Lu Peng},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Stochastic Computing for Reliable Memristive In-Memory Computation},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {397--401},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590307},
doi = {10.1145/3583781.3590307},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AlamNTIP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/LeCompteQYTN023,
author = {Travis LeCompte and
Fang Qi and
Xu Yuan and
Nian{-}Feng Tzeng and
M. Hassan Najafi and
Lu Peng},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Graph Neural Network Assisted Quantum Compilation for Qubit Allocation},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {415--419},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590300},
doi = {10.1145/3583781.3590300},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/LeCompteQYTN023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/PrinceNL23,
author = {Brady Prince and
M. Hassan Najafi and
Bingzhe Li},
title = {Scalable Low-Cost Sorting Network with Weighted Bit-Streams},
booktitle = {24th International Symposium on Quality Electronic Design, {ISQED}
2023, San Francisco, CA, USA, April 5-7, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISQED57927.2023.10129357},
doi = {10.1109/ISQED57927.2023.10129357},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/PrinceNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/AygunNKG23,
author = {Sercan Aygun and
M. Hassan Najafi and
Lida Kouhalvandi and
Ece Olcay G{\"{u}}nes},
editor = {Ronald Tetzlaff and
Fernando Corinto and
Neil Kemp and
Alon Ascoli and
Andreas M{\"{o}}gel and
Meng{-}Fan Marvin Chang and
Joseph S. Friedman and
Siting Liu and
John Paul Strachan and
Stephan Menzel and
Mehdi B. Tahoori and
Martin Ziegler and
Jason Eshraghian and
Ioannis Messaris and
Christian Koitzsch and
Thomas Mikolajick and
Vasileios G. Ntinas},
title = {Multiplexer Optimization for Adders in Stochastic Computing},
booktitle = {Proceedings of the 18th {ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2023, Dresden, Germany, December 18-20,
2023},
pages = {18:1--18:2},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3611315.3633256},
doi = {10.1145/3611315.3633256},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/AygunNKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/MoghadamAASNT23,
author = {Mehran Shoushtari Moghadam and
Sercan Aygun and
Mohsen Riahi Alam and
Jonas I Schmidt and
M. Hassan Najafi and
Nima Taherinejad},
editor = {Ronald Tetzlaff and
Fernando Corinto and
Neil Kemp and
Alon Ascoli and
Andreas M{\"{o}}gel and
Meng{-}Fan Marvin Chang and
Joseph S. Friedman and
Siting Liu and
John Paul Strachan and
Stephan Menzel and
Mehdi B. Tahoori and
Martin Ziegler and
Jason Eshraghian and
Ioannis Messaris and
Christian Koitzsch and
Thomas Mikolajick and
Vasileios G. Ntinas},
title = {Accurate and Energy-Efficient Stochastic Computing with Van Der Corput
Sequences},
booktitle = {Proceedings of the 18th {ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2023, Dresden, Germany, December 18-20,
2023},
pages = {27:1--27:6},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3611315.3633265},
doi = {10.1145/3611315.3633265},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/MoghadamAASNT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00685,
author = {Sercan Aygun and
Mehran Shoushtari Moghadam and
M. Hassan Najafi and
Mohsen Imani},
title = {Learning from Hypervectors: {A} Survey on Hypervector Encoding},
journal = {CoRR},
volume = {abs/2308.00685},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00685},
doi = {10.48550/ARXIV.2308.00685},
eprinttype = {arXiv},
eprint = {2308.00685},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05235,
author = {Mehran Shoushtari Moghadam and
Sercan Aygun and
Mohsen Riahi Alam and
M. Hassan Najafi},
title = {{P2LSG:} Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic
Computing},
journal = {CoRR},
volume = {abs/2309.05235},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05235},
doi = {10.48550/ARXIV.2309.05235},
eprinttype = {arXiv},
eprint = {2309.05235},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07903,
author = {Amir Hossein Jalilvand and
Faeze S. Banitaba and
Seyedeh Newsha Estiri and
Sercan Aygun and
M. Hassan Najafi},
title = {Sorting it out in Hardware: {A} State-of-the-Art Survey},
journal = {CoRR},
volume = {abs/2310.07903},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07903},
doi = {10.48550/ARXIV.2310.07903},
eprinttype = {arXiv},
eprint = {2310.07903},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10277,
author = {Sercan Aygun and
M. Hassan Najafi},
title = {Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic
Architectures},
journal = {CoRR},
volume = {abs/2311.10277},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10277},
doi = {10.48550/ARXIV.2311.10277},
eprinttype = {arXiv},
eprint = {2311.10277},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10778,
author = {Sercan Aygun and
Mehran Shoushtari Moghadam and
M. Hassan Najafi},
title = {uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional
Computing},
journal = {CoRR},
volume = {abs/2311.10778},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10778},
doi = {10.48550/ARXIV.2311.10778},
eprinttype = {arXiv},
eprint = {2311.10778},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/AlamNT22,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima Taherinejad},
title = {Sorting in Memristive Memory},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {18},
number = {4},
pages = {69:1--69:21},
year = {2022},
url = {https://doi.org/10.1145/3517181},
doi = {10.1145/3517181},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetc/AlamNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/SchoberNT22,
author = {Peter Schober and
M. Hassan Najafi and
Nima TaheriNejad},
title = {High-Accuracy Multiply-Accumulate {(MAC)} Technique for Unary Stochastic
Computing},
journal = {{IEEE} Trans. Computers},
volume = {71},
number = {6},
pages = {1425--1439},
year = {2022},
url = {https://doi.org/10.1109/TC.2021.3087027},
doi = {10.1109/TC.2021.3087027},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/SchoberNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcasII/AlamNTIG22,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima Taherinejad and
Mohsen Imani and
Raju Gottumukkala},
title = {Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams
in Memristive Memory},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {69},
number = {5},
pages = {2423--2427},
year = {2022},
url = {https://doi.org/10.1109/TCSII.2022.3161995},
doi = {10.1109/TCSII.2022.3161995},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcasII/AlamNTIG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/JalilvandENNI22,
author = {Amir Hossein Jalilvand and
Seyedeh Newsha Estiri and
Samaneh Naderi and
M. Hassan Najafi and
Mohsen Imani},
editor = {Rob Oshana},
title = {A fast and low-cost comparison-free sorting engine with unary computing:
late breaking results},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {1390--1391},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530615},
doi = {10.1145/3489517.3530615},
timestamp = {Thu, 25 Aug 2022 14:23:32 +0200},
biburl = {https://dblp.org/rec/conf/dac/JalilvandENNI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/EstiriJNNF22,
author = {Seyedeh Newsha Estiri and
Amir Hossein Jalilvand and
Samaneh Naderi and
M. Hassan Najafi and
Mahdi Fazeli},
title = {A Low-Cost Stochastic Computing-based Fuzzy Filtering for Image Noise
Reduction},
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/IGSC55832.2022.9969358},
doi = {10.1109/IGSC55832.2022.9969358},
timestamp = {Fri, 23 Dec 2022 08:54:07 +0100},
biburl = {https://dblp.org/rec/conf/green/EstiriJNNF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/SchoberEATN22,
author = {Peter Schober and
Seyedeh Newsha Estiri and
Sercan Aygun and
Nima TaheriNejad and
M. Hassan Najafi},
editor = {Tulika Mitra and
Evangeline F. Y. Young and
Jinjun Xiong},
title = {Sound Source Localization Using Stochastic Computing},
booktitle = {Proceedings of the 41st {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2022, San Diego, California, USA, 30 October 2022
- 3 November 2022},
pages = {79:1--79:9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3508352.3549373},
doi = {10.1145/3508352.3549373},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/SchoberEATN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/ChenNSI22,
author = {Hanning Chen and
M. Hassan Najafi and
Elaheh Sadredini and
Mohsen Imani},
title = {Full Stack Parallel Online Hyperdimensional Regression on {FPGA}},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {517--524},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00082},
doi = {10.1109/ICCD56317.2022.00082},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccd/ChenNSI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/AlamNT21,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima Taherinejad},
title = {Exact Stochastic Computing Multiplication in Memristive Memory},
journal = {{IEEE} Des. Test},
volume = {38},
number = {6},
pages = {36--43},
year = {2021},
url = {https://doi.org/10.1109/MDAT.2021.3051296},
doi = {10.1109/MDAT.2021.3051296},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dt/AlamNT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/GivakiHGKGRN21,
author = {Kamyar Givaki and
Reza Hojabr and
MohammadHosein Gholamrezaei and
Ahmad Khonsari and
Saeid Gorgin and
Dara Rahmati and
M. Hassan Najafi},
title = {High-Performance Deterministic Stochastic Computing Using Residue
Number System},
journal = {{IEEE} Des. Test},
volume = {38},
number = {6},
pages = {60--68},
year = {2021},
url = {https://doi.org/10.1109/MDAT.2021.3051848},
doi = {10.1109/MDAT.2021.3051848},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dt/GivakiHGKGRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/NajafiL21,
author = {M. Hassan Najafi and
David J. Lilja},
title = {High Quality Down-Sampling for Deterministic Approaches to Stochastic
Computing},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {9},
number = {1},
pages = {7--14},
year = {2021},
url = {https://doi.org/10.1109/TETC.2017.2789243},
doi = {10.1109/TETC.2017.2789243},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetc/NajafiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/PoduvalZNHI21,
author = {Prathyush Poduval and
Zhuowen Zou and
M. Hassan Najafi and
Houman Homayoun and
Mohsen Imani},
title = {StocHD: Stochastic Hyperdimensional System for Efficient and Robust
Learning from Raw Data},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {1195--1200},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586166},
doi = {10.1109/DAC18074.2021.9586166},
timestamp = {Fri, 12 Nov 2021 12:31:50 +0100},
biburl = {https://dblp.org/rec/conf/dac/PoduvalZNHI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/ZouKNI21,
author = {Zhuowen Zou and
Yeseong Kim and
M. Hassan Najafi and
Mohsen Imani},
title = {ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable
Encoder},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {850--855},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9473987},
doi = {10.23919/DATE51398.2021.9473987},
timestamp = {Wed, 21 Jul 2021 10:04:34 +0200},
biburl = {https://dblp.org/rec/conf/date/ZouKNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/AsadiNI21,
author = {Sina Asadi and
M. Hassan Najafi and
Mohsen Imani},
title = {A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic
Computing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2021, Grenoble, France, February 1-5, 2021},
pages = {908--913},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/DATE51398.2021.9474143},
doi = {10.23919/DATE51398.2021.9474143},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/AsadiNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/AsadiNI21,
author = {Sina Asadi and
M. Hassan Najafi and
Mohsen Imani},
title = {{CORLD:} In-Stream Correlation Manipulation for Low-Discrepancy Stochastic
Computing},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2021, Munich, Germany, November 1-4, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCAD51958.2021.9643450},
doi = {10.1109/ICCAD51958.2021.9643450},
timestamp = {Tue, 28 Dec 2021 12:29:05 +0100},
biburl = {https://dblp.org/rec/conf/iccad/AsadiNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/PoduvalIIZYNI21,
author = {Prathyush Poduval and
Mariam Issa and
Farhad Imani and
Cheng Zhuo and
Xunzhao Yin and
M. Hassan Najafi and
Mohsen Imani},
title = {Robust In-Memory Computing with Hyperdimensional Stochastic Representation},
booktitle = {{IEEE/ACM} International Symposium on Nanoscale Architectures, {NANOARCH}
2021, AB, Canada, November 8-10, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/NANOARCH53687.2021.9642237},
doi = {10.1109/NANOARCH53687.2021.9642237},
timestamp = {Thu, 06 Jan 2022 14:20:09 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/PoduvalIIZYNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/AsadiN20,
author = {Sina Asadi and
M. Hassan Najafi},
title = {Late Breaking Results: {LDFSM:} {A} Low-Cost Bit-Stream Generator
for Low-Discrepancy Stochastic Computing},
booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
CA, USA, July 20-24, 2020},
pages = {1--2},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DAC18072.2020.9218733},
doi = {10.1109/DAC18072.2020.9218733},
timestamp = {Wed, 14 Oct 2020 10:56:17 +0200},
biburl = {https://dblp.org/rec/conf/dac/AsadiN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/GuptaIS0WNR20,
author = {Saransh Gupta and
Mohsen Imani and
Joonseop Sim and
Andrew Huang and
Fan Wu and
M. Hassan Najafi and
Tajana Rosing},
title = {{SCRIMP:} {A} General Stochastic Computing Architecture using ReRAM
in-Memory Processing},
booktitle = {2020 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2020, Grenoble, France, March 9-13, 2020},
pages = {1598--1601},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/DATE48585.2020.9116338},
doi = {10.23919/DATE48585.2020.9116338},
timestamp = {Thu, 25 Jun 2020 12:55:44 +0200},
biburl = {https://dblp.org/rec/conf/date/GuptaIS0WNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/AsadiN20,
author = {Sina Asadi and
M. Hassan Najafi},
editor = {Tinoosh Mohsenin and
Weisheng Zhao and
Yiran Chen and
Onur Mutlu},
title = {Accelerating Deterministic Stochastic Computing with Context-Aware
Bit-stream Generator},
booktitle = {{GLSVLSI} '20: Great Lakes Symposium on {VLSI} 2020, Virtual Event,
China, September 7-9, 2020},
pages = {157--162},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3386263.3406908},
doi = {10.1145/3386263.3406908},
timestamp = {Mon, 04 Jul 2022 14:19:34 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/AsadiN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/AlamNT20,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima Taherinejad},
title = {Exact In-Memory Multiplication Based on Deterministic Stochastic Computing},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
Sevilla, Spain, October 10-21, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCAS45731.2020.9180743},
doi = {10.1109/ISCAS45731.2020.9180743},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/AlamNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/HojabrGPNKRN20,
author = {Reza Hojabr and
Kamyar Givaki and
Kossar Pourahmadi and
Parsa Nooralinejad and
Ahmad Khonsari and
Dara Rahmati and
M. Hassan Najafi},
title = {TaxoNN: {A} Light-Weight Accelerator for Deep Neural Network Training},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
Sevilla, Spain, October 10-21, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCAS45731.2020.9181001},
doi = {10.1109/ISCAS45731.2020.9181001},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/HojabrGPNKRN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/JalilvandNF20,
author = {Amir Hossein Jalilvand and
M. Hassan Najafi and
Mahdi Fazeli},
title = {Fuzzy-Logic using Unary Bit-Stream Processing},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
Sevilla, Spain, October 10-21, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCAS45731.2020.9180626},
doi = {10.1109/ISCAS45731.2020.9180626},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/JalilvandNF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/NajafiFBL20,
author = {M. Hassan Najafi and
S. Rasoul Faraji and
Kia Bazargan and
David J. Lilja},
title = {Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
Sevilla, Spain, October 10-21, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCAS45731.2020.9181248},
doi = {10.1109/ISCAS45731.2020.9181248},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/NajafiFBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/NajafiJLR20,
author = {M. Hassan Najafi and
Devon Jenson and
David J. Lilja and
Marc D. Riedel},
title = {Performing Stochastic Computation Deterministically},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
Sevilla, Spain, October 10-21, 2020},
pages = {1},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCAS45731.2020.9180521},
doi = {10.1109/ISCAS45731.2020.9180521},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/NajafiJLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05197,
author = {Reza Hojabr and
Kamyar Givaki and
Kossar Pourahmadi and
Parsa Nooralinejad and
Ahmad Khonsari and
Dara Rahmati and
M. Hassan Najafi},
title = {TaxoNN: {A} Light-Weight Accelerator for Deep Neural Network Training},
journal = {CoRR},
volume = {abs/2010.05197},
year = {2020},
url = {https://arxiv.org/abs/2010.05197},
eprinttype = {arXiv},
eprint = {2010.05197},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09918,
author = {Mohsen Riahi Alam and
M. Hassan Najafi and
Nima Taherinejad},
title = {Sorting in Memristive Memory},
journal = {CoRR},
volume = {abs/2012.09918},
year = {2020},
url = {https://arxiv.org/abs/2012.09918},
eprinttype = {arXiv},
eprint = {2012.09918},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/LiNL19,
author = {Bingzhe Li and
M. Hassan Najafi and
David J. Lilja},
title = {Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {15},
number = {2},
pages = {18:1--18:19},
year = {2019},
url = {https://doi.org/10.1145/3309882},
doi = {10.1145/3309882},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetc/LiNL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/NajafiJLR19,
author = {M. Hassan Najafi and
Devon Jenson and
David J. Lilja and
Marc D. Riedel},
title = {Performing Stochastic Computation Deterministically},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {27},
number = {12},
pages = {2925--2938},
year = {2019},
url = {https://doi.org/10.1109/TVLSI.2019.2929354},
doi = {10.1109/TVLSI.2019.2929354},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvlsi/NajafiJLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/NajafiFBL19,
author = {M. Hassan Najafi and
S. Rasoul Faraji and
Kia Bazargan and
David J. Lilja},
title = {Energy-Efficient Near-Sensor Convolution using Pulsed Unary Processing},
booktitle = {30th {IEEE} International Conference on Application-specific Systems,
Architectures and Processors, {ASAP} 2019, New York, NY, USA, July
15-17, 2019},
pages = {36},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ASAP.2019.00-37},
doi = {10.1109/ASAP.2019.00-37},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/asap/NajafiFBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/GivakiHNKGGR19,
author = {Kamyar Givaki and
Reza Hojabr and
M. Hassan Najafi and
Ahmad Khonsari and
M. Hossein Gholamrezayi and
Saeid Gorgin and
Dara Rahmati},
title = {Using Residue Number Systems to Accelerate Deterministic Bit-stream
Multiplication},
booktitle = {30th {IEEE} International Conference on Application-specific Systems,
Architectures and Processors, {ASAP} 2019, New York, NY, USA, July
15-17, 2019},
pages = {40},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ASAP.2019.00-33},
doi = {10.1109/ASAP.2019.00-33},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asap/GivakiHNKGGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/AsadiN19,
author = {Sina Asadi and
M. Hassan Najafi},
title = {Context-Aware Number Generator for Deterministic Bit-stream Computing},
booktitle = {30th {IEEE} International Conference on Application-specific Systems,
Architectures and Processors, {ASAP} 2019, New York, NY, USA, July
15-17, 2019},
pages = {140},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ASAP.2019.00-12},
doi = {10.1109/ASAP.2019.00-12},
timestamp = {Mon, 09 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asap/AsadiN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/HojabrGTEKRN19,
author = {Reza Hojabr and
Kamyar Givaki and
S. M. Reza Tayaranian and
Parsa Esfahanian and
Ahmad Khonsari and
Dara Rahmati and
M. Hassan Najafi},
title = {SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional
Neural Networks},
booktitle = {Proceedings of the 56th Annual Design Automation Conference 2019,
{DAC} 2019, Las Vegas, NV, USA, June 02-06, 2019},
pages = {132},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316781.3317911},
doi = {10.1145/3316781.3317911},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/HojabrGTEKRN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/FarajiNLLB19,
author = {S. Rasoul Faraji and
M. Hassan Najafi and
Bingzhe Li and
David J. Lilja and
Kia Bazargan},
editor = {J{\"{u}}rgen Teich and
Franco Fummi},
title = {Energy-Efficient Convolutional Neural Networks with Deterministic
Bit-Stream Processing},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2019, Florence, Italy, March 25-29, 2019},
pages = {1757--1762},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/DATE.2019.8714937},
doi = {10.23919/DATE.2019.8714937},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/date/FarajiNLLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/LiHNKL19,
author = {Bingzhe Li and
Jiaxi Hu and
M. Hassan Najafi and
Steven J. Koester and
David J. Lilja},
editor = {Houman Homayoun and
Baris Taskin and
Tinoosh Mohsenin and
Weisheng Zhao},
title = {Low Cost Hybrid Spin-CMOS Compressor for Stochastic Neural Networks},
booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, {GLSVLSI}
2019, Tysons Corner, VA, USA, May 9-11, 2019},
pages = {141--146},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299874.3317989},
doi = {10.1145/3299874.3317989},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/LiHNKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/NajafiFLLB19,
author = {M. Hassan Najafi and
S. Rasoul Faraji and
Bingzhe Li and
David J. Lilja and
Kia Bazargan},
title = {Accelerating Deterministic Bit-Stream Computing with Resolution Splitting},
booktitle = {20th International Symposium on Quality Electronic Design, {ISQED}
2019, Santa Clara, CA, USA, March 6-7, 2019},
pages = {157--162},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISQED.2019.8697443},
doi = {10.1109/ISQED.2019.8697443},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isqed/NajafiFLLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cal/KhatamifardNGKL18,
author = {S. Karen Khatamifard and
M. Hassan Najafi and
Ali Ghoreyshi and
Ulya R. Karpuzcu and
David J. Lilja},
title = {On Memory System Design for Stochastic Computing},
journal = {{IEEE} Comput. Archit. Lett.},
volume = {17},
number = {2},
pages = {117--121},
year = {2018},
url = {https://doi.org/10.1109/LCA.2018.2804926},
doi = {10.1109/LCA.2018.2804926},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cal/KhatamifardNGKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/NajafiLRB18,
author = {M. Hassan Najafi and
David J. Lilja and
Marc D. Riedel and
Kia Bazargan},
title = {Low-Cost Sorting Network Circuits Using Unary Processing},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {26},
number = {8},
pages = {1471--1480},
year = {2018},
url = {http://doi.ieeecomputersociety.org/10.1109/TVLSI.2018.2822300},
doi = {10.1109/TVLSI.2018.2822300},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvlsi/NajafiLRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/NajafiLR18,
author = {M. Hassan Najafi and
David J. Lilja and
Marc D. Riedel},
editor = {Iris Bahar},
title = {Deterministic methods for stochastic computing using low-discrepancy
sequences},
booktitle = {Proceedings of the International Conference on Computer-Aided Design,
{ICCAD} 2018, San Diego, CA, USA, November 05-08, 2018},
pages = {51},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240765.3240797},
doi = {10.1145/3240765.3240797},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/NajafiLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/LiNYL18,
author = {Bingzhe Li and
M. Hassan Najafi and
Bo Yuan and
David J. Lilja},
title = {Quantized neural networks with new stochastic multipliers},
booktitle = {19th International Symposium on Quality Electronic Design, {ISQED}
2018, Santa Clara, CA, USA, March 13-14, 2018},
pages = {376--382},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISQED.2018.8357316},
doi = {10.1109/ISQED.2018.8357316},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isqed/LiNYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/NajafiLLQBR17,
author = {M. Hassan Najafi and
Peng Li and
David J. Lilja and
Weikang Qian and
Kia Bazargan and
Marc D. Riedel},
title = {A Reconfigurable Architecture with Sequential Logic-Based Stochastic
Computing},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {13},
number = {4},
pages = {57:1--57:28},
year = {2017},
url = {https://doi.org/10.1145/3060537},
doi = {10.1145/3060537},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetc/NajafiLLQBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/NajafiJLRBH17,
author = {M. Hassan Najafi and
Shiva Jamali{-}Zavareh and
David J. Lilja and
Marc D. Riedel and
Kia Bazargan and
Ramesh Harjani},
title = {An Overview of Time-Based Computing with Stochastic Constructs},
journal = {{IEEE} Micro},
volume = {37},
number = {6},
pages = {62--71},
year = {2017},
url = {https://doi.org/10.1109/MM.2017.4241345},
doi = {10.1109/MM.2017.4241345},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/micro/NajafiJLRBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/NajafiLRB17,
author = {M. Hassan Najafi and
David J. Lilja and
Marc D. Riedel and
Kia Bazargan},
title = {Polysynchronous Clocking: Exploiting the Skew Tolerance of Stochastic
Circuits},
journal = {{IEEE} Trans. Computers},
volume = {66},
number = {10},
pages = {1734--1746},
year = {2017},
url = {https://doi.org/10.1109/TC.2017.2697881},
doi = {10.1109/TC.2017.2697881},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/NajafiLRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/NajafiJLRBH17,
author = {M. Hassan Najafi and
Shiva Jamali{-}Zavareh and
David J. Lilja and
Marc D. Riedel and
Kia Bazargan and
Ramesh Harjani},
title = {Time-Encoded Values for Highly Efficient Stochastic Circuits},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {25},
number = {5},
pages = {1644--1657},
year = {2017},
url = {https://doi.org/10.1109/TVLSI.2016.2645902},
doi = {10.1109/TVLSI.2016.2645902},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvlsi/NajafiJLRBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/NajafiL17,
author = {M. Hassan Najafi and
David J. Lilja},
title = {High-speed stochastic circuits using synchronous analog pulses},
booktitle = {22nd Asia and South Pacific Design Automation Conference, {ASP-DAC}
2017, Chiba, Japan, January 16-19, 2017},
pages = {481--487},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ASPDAC.2017.7858369},
doi = {10.1109/ASPDAC.2017.7858369},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/NajafiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/NajafiLRB17,
author = {M. Hassan Najafi and
David J. Lilja and
Marc D. Riedel and
Kia Bazargan},
title = {Power and Area Efficient Sorting Networks Using Unary Processing},
booktitle = {2017 {IEEE} International Conference on Computer Design, {ICCD} 2017,
Boston, MA, USA, November 5-8, 2017},
pages = {125--128},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCD.2017.27},
doi = {10.1109/ICCD.2017.27},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccd/NajafiLRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08748,
author = {S. Karen Khatamifard and
M. Hassan Najafi and
Ali Ghoreyshi and
Ulya R. Karpuzcu and
David J. Lilja},
title = {On Memory System Design for Stochastic Computing},
journal = {CoRR},
volume = {abs/1709.08748},
year = {2017},
url = {http://arxiv.org/abs/1709.08748},
eprinttype = {arXiv},
eprint = {1709.08748},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-08748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/NajafiS16,
author = {M. Hassan Najafi and
Mostafa E. Salehi},
title = {A Fast Fault-Tolerant Architecture for Sauvola Local Image Thresholding
Algorithm Using Stochastic Computing},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {24},
number = {2},
pages = {808--812},
year = {2016},
url = {https://doi.org/10.1109/TVLSI.2015.2415932},
doi = {10.1109/TVLSI.2015.2415932},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvlsi/NajafiS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/NajafiLRB16,
author = {M. Hassan Najafi and
David J. Lilja and
Marc D. Riedel and
Kia Bazargan},
title = {Polysynchronous stochastic circuits},
booktitle = {21st Asia and South Pacific Design Automation Conference, {ASP-DAC}
2016, Macao, Macao, January 25-28, 2016},
pages = {492--498},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ASPDAC.2016.7428060},
doi = {10.1109/ASPDAC.2016.7428060},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aspdac/NajafiLRB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/LiNL16,
author = {Bingzhe Li and
M. Hassan Najafi and
David J. Lilja},
editor = {Deming Chen and
Jonathan W. Greene},
title = {Using Stochastic Computing to Reduce the Hardware Requirements for
a Restricted Boltzmann Machine Classifier},
booktitle = {Proceedings of the 2016 {ACM/SIGDA} International Symposium on Field-Programmable
Gate Arrays, Monterey, CA, USA, February 21-23, 2016},
pages = {36--41},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2847263.2847340},
doi = {10.1145/2847263.2847340},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fpga/LiNL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NajafiL16,
author = {M. Hassan Najafi and
David J. Lilja},
title = {A High-Capacity Separable Reversible Method for Hiding Multiple Messages
in Encrypted Images},
journal = {CoRR},
volume = {abs/1612.04339},
year = {2016},
url = {http://arxiv.org/abs/1612.04339},
eprinttype = {arXiv},
eprint = {1612.04339},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NajafiL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/LiNL15,
author = {Bingzhe Li and
M. Hassan Najafi and
David J. Lilja},
title = {An {FPGA} implementation of a Restricted Boltzmann Machine classifier
using stochastic bit streams},
booktitle = {26th {IEEE} International Conference on Application-specific Systems,
Architectures and Processors, {ASAP} 2015, Toronto, ON, Canada, July
27-29, 2015},
pages = {68--69},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ASAP.2015.7245709},
doi = {10.1109/ASAP.2015.7245709},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asap/LiNL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/NajafiMLS15,
author = {M. Hassan Najafi and
Anirudh Murali and
David J. Lilja and
John Sartori},
title = {GPU-Accelerated Nick Local Image Thresholding Algorithm},
booktitle = {21st {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2015, Melbourne, Australia, December 14-17, 2015},
pages = {576--584},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICPADS.2015.78},
doi = {10.1109/ICPADS.2015.78},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpads/NajafiMLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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