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ORCIDBibTeX records: Cory E. Merkel
@article{DBLP:journals/neuromorphic/Merkel23,
author = {Cory E. Merkel},
title = {{NCE} focus issue: extreme edge computing},
journal = {Neuromorph. Comput. Eng.},
volume = {3},
number = {3},
pages = {30401},
year = {2023},
url = {https://doi.org/10.1088/2634-4386/ace473},
doi = {10.1088/2634-4386/ACE473},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuromorphic/Merkel23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/XuLMZ23,
author = {Hongye Xu and
Dongfang Liu and
Cory E. Merkel and
Michael Zuzak},
editor = {Himanshu Thapliyal and
Ronald F. DeMara and
Inna Partin{-}Vaisband and
Srinivas Katkoori},
title = {Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning
Accelerators},
booktitle = {Proceedings of the Great Lakes Symposium on {VLSI} 2023, {GLSVLSI}
2023, Knoxville, TN, USA, June 5-7, 2023},
pages = {351--356},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583781.3590242},
doi = {10.1145/3583781.3590242},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/XuLMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KigginsSM23,
author = {Jacob Kiggins and
J. David Schaffer and
Cory E. Merkel},
title = {A Bio-Inspired Computational Astrocyte Model for Spiking Neural Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191572},
doi = {10.1109/IJCNN54540.2023.10191572},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KigginsSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/Merkel23,
author = {Cory E. Merkel},
title = {Synaptic Scaling and Optimal Bias Adjustments for Power Reduction
in Neuromorphic Systems},
booktitle = {66th {IEEE} International Midwest Symposium on Circuits and Systems,
{MWSCAS} 2023, Tempe, AZ, USA, August 6-9, 2023},
pages = {748--752},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MWSCAS57524.2023.10406014},
doi = {10.1109/MWSCAS57524.2023.10406014},
timestamp = {Sat, 24 Feb 2024 20:42:53 +0100},
biburl = {https://dblp.org/rec/conf/mwscas/Merkel23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06017,
author = {Hongye Xu and
Dongfang Liu and
Cory E. Merkel and
Michael Zuzak},
title = {Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning
Accelerators},
journal = {CoRR},
volume = {abs/2304.06017},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06017},
doi = {10.48550/ARXIV.2304.06017},
eprinttype = {arXiv},
eprint = {2304.06017},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07416,
author = {Cory E. Merkel},
title = {Synaptic Scaling and Optimal Bias Adjustments for Power Reduction
in Neuromorphic Systems},
journal = {CoRR},
volume = {abs/2306.07416},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07416},
doi = {10.48550/ARXIV.2306.07416},
eprinttype = {arXiv},
eprint = {2306.07416},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/BavikadiDGHHMRS22,
author = {Sathwika Bavikadi and
Abhijitt Dhavlle and
Amlan Ganguly and
Anand Haridass and
Hagar Hendy and
Cory E. Merkel and
Vijay Janapa Reddi and
Purab Ranjan Sutradhar and
Arun Joseph and
Sai Manoj Pudukotai Dinakarrao},
title = {A Survey on Machine Learning Accelerators and Evolutionary Hardware
Platforms},
journal = {{IEEE} Des. Test},
volume = {39},
number = {3},
pages = {91--116},
year = {2022},
url = {https://doi.org/10.1109/MDAT.2022.3161126},
doi = {10.1109/MDAT.2022.3161126},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dt/BavikadiDGHHMRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuromorphic/FountainM22,
author = {Andrew Fountain and
Cory E. Merkel},
title = {Effect of biologically-motivated energy constraints on liquid state
machine dynamics and classification performance},
journal = {Neuromorph. Comput. Eng.},
volume = {2},
number = {2},
pages = {24005},
year = {2022},
url = {https://doi.org/10.1088/2634-4386/ac5d1f},
doi = {10.1088/2634-4386/AC5D1F},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuromorphic/FountainM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/Lopez-AlarconMH22,
author = {Sonia Lopez{-}Alarcon and
Cory E. Merkel and
Martin Hoffnagle and
Sabrina Ly and
Alejandro Pozas{-}Kerstjens},
title = {Accelerating the Training of Single Layer Binary Neural Networks using
the {HHL} Quantum Algorithm},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {427--433},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00070},
doi = {10.1109/ICCD56317.2022.00070},
timestamp = {Tue, 05 Dec 2023 14:45:33 +0100},
biburl = {https://dblp.org/rec/conf/iccd/Lopez-AlarconMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/HendersonYHTMH22,
author = {Alex Henderson and
Chris Yakopcic and
Steven Harbour and
Tarek M. Taha and
Cory E. Merkel and
Hananel Hazan},
editor = {Christof Teuscher and
Jie Han},
title = {Circuit Optimization Techniques for Efficient Ex-Situ Training of
Robust Memristor Based Liquid State Machine},
booktitle = {Proceedings of the 17th {ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2022, Virtual, OR, USA, December 7-9, 2022},
pages = {10:1--10:6},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3565478.3572542},
doi = {10.1145/3565478.3572542},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nanoarch/HendersonYHTMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/Merkel22,
author = {Cory E. Merkel},
editor = {Sakir Sezer and
Thomas B{\"{u}}chner and
J{\"{u}}rgen Becker and
Andrew Marshall and
Fahad Siddiqui and
Tanja Harbaum and
Kieran McLaughlin},
title = {Enhancing Adversarial Attacks on Single-Layer {NVM} Crossbar-Based
Neural Networks with Power Consumption Information},
booktitle = {35th {IEEE} International System-on-Chip Conference, {SOCC} 2022,
Belfast, United Kingdom, September 5-8, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SOCC56010.2022.9908114},
doi = {10.1109/SOCC56010.2022.9908114},
timestamp = {Fri, 21 Oct 2022 09:20:15 +0200},
biburl = {https://dblp.org/rec/conf/socc/Merkel22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02764,
author = {Cory E. Merkel},
title = {Enhancing Adversarial Attacks on Single-Layer {NVM} Crossbar-Based
Neural Networks with Power Consumption Information},
journal = {CoRR},
volume = {abs/2207.02764},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02764},
doi = {10.48550/ARXIV.2207.02764},
eprinttype = {arXiv},
eprint = {2207.02764},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12707,
author = {Sonia Lopez{-}Alarcon and
Cory E. Merkel and
Martin Hoffnagle and
Sabrina Ly and
Alejandro Pozas{-}Kerstjens},
title = {Accelerating the training of single-layer binary neural networks using
the {HHL} quantum algorithm},
journal = {CoRR},
volume = {abs/2210.12707},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12707},
doi = {10.48550/ARXIV.2210.12707},
eprinttype = {arXiv},
eprint = {2210.12707},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/GorslineSM21,
author = {Micah Gorsline and
James Smith and
Cory E. Merkel},
editor = {Yiran Chen and
Victor V. Zhirnov and
Avesta Sasan and
Ioannis Savidis},
title = {On the Adversarial Robustness of Quantized Neural Networks},
booktitle = {{GLSVLSI} '21: Great Lakes Symposium on {VLSI} 2021, Virtual Event,
USA, June 22-25, 2021},
pages = {189--194},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453688.3461755},
doi = {10.1145/3453688.3461755},
timestamp = {Mon, 04 Jul 2022 14:19:34 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/GorslineSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiM21,
author = {Tommy Li and
Cory E. Merkel},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Model Extraction and Adversarial Attacks on Neural Networks Using
Switching Power Information},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12891},
pages = {91--101},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86362-3\_8},
doi = {10.1007/978-3-030-86362-3\_8},
timestamp = {Tue, 14 Sep 2021 19:09:31 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icons2/2021,
editor = {Thomas E. Potok and
Melika Payvand and
Catherine D. Schuman and
Prasanna Date and
Mutsumi Kimura and
Cory E. Merkel and
Brad Aimone and
Sonia M. Buckley and
Yiran Chen and
Gregory Cohen and
Todd Hylton and
Robert M. Patton and
Robinson E. Pino and
Garrett S. Rose},
title = {{ICONS} 2021: International Conference on Neuromorphic Systems 2021,
Knoxville, TN, USA, July 27-29, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3477145},
doi = {10.1145/3477145},
isbn = {978-1-4503-8691-3},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icons2/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00227,
author = {Micah Gorsline and
James Smith and
Cory E. Merkel},
title = {On the Adversarial Robustness of Quantized Neural Networks},
journal = {CoRR},
volume = {abs/2105.00227},
year = {2021},
url = {https://arxiv.org/abs/2105.00227},
eprinttype = {arXiv},
eprint = {2105.00227},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08299,
author = {Tommy Li and
Cory E. Merkel},
title = {Model Extraction and Adversarial Attacks on Neural Networks using
Switching Power Information},
journal = {CoRR},
volume = {abs/2106.08299},
year = {2021},
url = {https://arxiv.org/abs/2106.08299},
eprinttype = {arXiv},
eprint = {2106.08299},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/JonesRMHJTJ20,
author = {Alexander Jones and
Andrew Rush and
Cory E. Merkel and
Eric Herrmann and
Ajey P. Jacob and
Clare Thiem and
Rashmi Jha},
title = {A neuromorphic {SLAM} architecture using gated-memristive synapses},
journal = {Neurocomputing},
volume = {381},
pages = {89--104},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.09.098},
doi = {10.1016/J.NEUCOM.2019.09.098},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/JonesRMHJTJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/Merkel20,
author = {Cory E. Merkel},
title = {Exploring Energy-Accuracy Tradeoffs in {AI} Hardware},
booktitle = {11th International Green and Sustainable Computing Workshops, {IGSC}
2020 Workshops, Pullman, WA, USA, October 19-22, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGSC51522.2020.9290868},
doi = {10.1109/IGSC51522.2020.9290868},
timestamp = {Thu, 29 Jul 2021 15:01:41 +0200},
biburl = {https://dblp.org/rec/conf/green/Merkel20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icons2/FountainM20,
author = {Andrew Fountain and
Cory E. Merkel},
editor = {Thomas E. Potok and
Catherine D. Schuman},
title = {Energy Constraints Improve Liquid State Machine Performance},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems,
{ICONS} 2020, Oak Ridge, Tennessee, USA, July, 2020},
pages = {8:1--8:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3407197.3407206},
doi = {10.1145/3407197.3407206},
timestamp = {Wed, 05 Aug 2020 15:04:08 +0200},
biburl = {https://dblp.org/rec/conf/icons2/FountainM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04716,
author = {Andrew Fountain and
Cory E. Merkel},
title = {Energy Constraints Improve Liquid State Machine Performance},
journal = {CoRR},
volume = {abs/2006.04716},
year = {2020},
url = {https://arxiv.org/abs/2006.04716},
eprinttype = {arXiv},
eprint = {2006.04716},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08779,
author = {Cory E. Merkel},
title = {Exploring Energy-Accuracy Tradeoffs in {AI} Hardware},
journal = {CoRR},
volume = {abs/2011.08779},
year = {2020},
url = {https://arxiv.org/abs/2011.08779},
eprinttype = {arXiv},
eprint = {2011.08779},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icons2/MerkelN19,
author = {Cory E. Merkel and
Animesh Nikam},
editor = {Thomas E. Potok and
Catherine D. Schuman},
title = {A Low-Power Domino Logic Architecture for Memristor-Based Neuromorphic
Computing},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems,
{ICONS} 2019, Knoxville, Tennessee, USA, July 23-25, 2019},
pages = {17:1--17:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3354265.3354282},
doi = {10.1145/3354265.3354282},
timestamp = {Tue, 17 Sep 2019 19:16:40 +0200},
biburl = {https://dblp.org/rec/conf/icons2/MerkelN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icons2/JonesJJM19,
author = {Alexander Jones and
Rashmi Jha and
Ajey P. Jacob and
Cory E. Merkel},
editor = {Thomas E. Potok and
Catherine D. Schuman},
title = {A Segmented Attractor Network for Neuromorphic Associative Learning},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems,
{ICONS} 2019, Knoxville, Tennessee, USA, July 23-25, 2019},
pages = {19:1--19:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3354265.3354284},
doi = {10.1145/3354265.3354284},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icons2/JonesJJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LangroudiMSK19,
author = {Hamed Fatemi Langroudi and
Cory E. Merkel and
Humza Syed and
Dhireesha Kudithipudi},
title = {Exploiting Randomness in Deep Learning Algorithms},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852192},
doi = {10.1109/IJCNN.2019.8852192},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LangroudiMSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05781,
author = {Cory E. Merkel and
Animesh Nikam},
title = {A Low-Power Domino Logic Architecture for Memristor-Based Neuromorphic
Computing},
journal = {CoRR},
volume = {abs/1906.05781},
year = {2019},
url = {http://arxiv.org/abs/1906.05781},
eprinttype = {arXiv},
eprint = {1906.05781},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/LoomisMM18,
author = {Lisa Loomis and
Nathan McDonald and
Cory E. Merkel},
title = {An {FPGA} Implementation of a Time Delay Reservoir Using Stochastic
Logic},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {14},
number = {4},
pages = {46:1--46:15},
year = {2018},
url = {https://doi.org/10.1145/3269984},
doi = {10.1145/3269984},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetc/LoomisMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05407,
author = {Lisa Loomis and
Nathan McDonald and
Cory E. Merkel},
title = {An {FPGA} Implementation of a Time Delay Reservoir Using Stochastic
Logic},
journal = {CoRR},
volume = {abs/1809.05407},
year = {2018},
url = {http://arxiv.org/abs/1809.05407},
eprinttype = {arXiv},
eprint = {1809.05407},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/MerkelKSW17,
author = {Cory E. Merkel and
Dhireesha Kudithipudi and
Manan Suri and
Bryant T. Wysocki},
title = {Stochastic CBRAM-Based Neuromorphic Time Series Prediction System},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {13},
number = {3},
pages = {37:1--37:14},
year = {2017},
url = {https://doi.org/10.1145/2996193},
doi = {10.1145/2996193},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetc/MerkelKSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Merkel17,
author = {Cory E. Merkel},
title = {Design of a time delay reservoir using stochastic logic: {A} feasibility
study},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2186--2192},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966120},
doi = {10.1109/IJCNN.2017.7966120},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Merkel17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Merkel17,
author = {Cory E. Merkel},
title = {Design of a Time Delay Reservoir Using Stochastic Logic: {A} Feasibility
Study},
journal = {CoRR},
volume = {abs/1702.04265},
year = {2017},
url = {http://arxiv.org/abs/1702.04265},
eprinttype = {arXiv},
eprint = {1702.04265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Merkel17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Merkel17aa,
author = {Cory E. Merkel},
title = {Current-mode Memristor Crossbars for Neuromemristive Systems},
journal = {CoRR},
volume = {abs/1707.05316},
year = {2017},
url = {http://arxiv.org/abs/1707.05316},
eprinttype = {arXiv},
eprint = {1707.05316},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Merkel17aa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/MerkelHSKTAM16,
author = {Cory E. Merkel and
Raqibul Hasan and
Nicholas Soures and
Dhireesha Kudithipudi and
Tarek M. Taha and
Sapan Agarwal and
Matthew J. Marinella},
title = {Neuromemristive Systems: Boosting Efficiency through Brain-Inspired
Computing},
journal = {Computer},
volume = {49},
number = {10},
pages = {56--64},
year = {2016},
url = {https://doi.org/10.1109/MC.2016.312},
doi = {10.1109/MC.2016.312},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/MerkelHSKTAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/IbrayevJMK16,
author = {Timur Ibrayev and
Alex Pappachen James and
Cory E. Merkel and
Dhireesha Kudithipudi},
title = {A design of {HTM} spatial pooler for face recognition using memristor-CMOS
hybrid circuits},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2016,
Montr{\'{e}}al, QC, Canada, May 22-25, 2016},
pages = {1254--1257},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISCAS.2016.7527475},
doi = {10.1109/ISCAS.2016.7527475},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/IbrayevJMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ChristianiMK16,
author = {Dan Christiani and
Cory E. Merkel and
Dhireesha Kudithipudi},
title = {Invited: Towards a scalable neuromorphic hardware for classification
and prediction with stochastic No-Prop algorithms},
booktitle = {17th International Symposium on Quality Electronic Design, {ISQED}
2016, Santa Clara, CA, USA, March 15-16, 2016},
pages = {124--128},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISQED.2016.7479187},
doi = {10.1109/ISQED.2016.7479187},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ChristianiMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MerkelK16,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
title = {Unsupervised Learning in Neuromemristive Systems},
journal = {CoRR},
volume = {abs/1601.07482},
year = {2016},
url = {http://arxiv.org/abs/1601.07482},
eprinttype = {arXiv},
eprint = {1601.07482},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MerkelK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisda/DonahueMSDOKW15,
author = {Colin Donahue and
Cory E. Merkel and
Qutaiba Saleh and
Levs Dolgovs and
Yu Kee Ooi and
Dhireesha Kudithipudi and
Bryant T. Wysocki},
title = {Design and analysis of neuromemristive echo state networks with limited-precision
synapses},
booktitle = {2015 {IEEE} Symposium on Computational Intelligence for Security and
Defense Applications, {CISDA} 2015, Verona, NY, USA, May 26-28, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CISDA.2015.7208623},
doi = {10.1109/CISDA.2015.7208623},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisda/DonahueMSDOKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisda/SalehMKW15,
author = {Qutaiba Saleh and
Cory E. Merkel and
Dhireesha Kudithipudi and
Bryant T. Wysocki},
title = {Memristive computational architecture of an echo state network for
real-time speech-emotion recognition},
booktitle = {2015 {IEEE} Symposium on Computational Intelligence for Security and
Defense Applications, {CISDA} 2015, Verona, NY, USA, May 26-28, 2015},
pages = {1--5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CISDA.2015.7208624},
doi = {10.1109/CISDA.2015.7208624},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisda/SalehMKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsid/MerkelK15,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
title = {Comparison of Off-Chip Training Methods for Neuromemristive Systems},
booktitle = {28th International Conference on {VLSI} Design, {VLSID} 2015, Bangalore,
India, January 3-7, 2015},
pages = {99--104},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/VLSID.2015.22},
doi = {10.1109/VLSID.2015.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vlsid/MerkelK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/MerkelK14,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
title = {Temperature Sensing {RRAM} Architecture for 3-D ICs},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {22},
number = {4},
pages = {878--887},
year = {2014},
url = {https://doi.org/10.1109/TVLSI.2013.2256378},
doi = {10.1109/TVLSI.2013.2256378},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvlsi/MerkelK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bica/MerkelSDK14,
author = {Cory E. Merkel and
Qutaiba Saleh and
Colin Donahue and
Dhireesha Kudithipudi},
editor = {Alexei V. Samsonovich and
Paul Robertson},
title = {Memristive Reservoir Computing Architecture for Epileptic Seizure
Detection},
booktitle = {5th Annual International Conference on Biologically Inspired Cognitive
Architectures, {BICA} 2014, Cambridge, MA, USA, November 7-9, 2014},
series = {Procedia Computer Science},
volume = {41},
pages = {249--254},
publisher = {Elsevier},
year = {2014},
url = {https://doi.org/10.1016/j.procs.2014.11.110},
doi = {10.1016/J.PROCS.2014.11.110},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bica/MerkelSDK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/MerkelK14,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
editor = {Joseph R. Cavallaro and
Tong Zhang and
Alex K. Jones and
Hai (Helen) Li},
title = {A current-mode CMOS/memristor hybrid implementation of an extreme
learning machine},
booktitle = {Great Lakes Symposium on {VLSI} 2014, {GLSVLSI} '14, Houston, TX,
{USA} - May 21 - 23, 2014},
pages = {241--242},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591513.2591572},
doi = {10.1145/2591513.2591572},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/MerkelK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/MerkelK14,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
title = {Neuromemristive Extreme Learning Machines for Pattern Classification},
booktitle = {{IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2014, Tampa,
FL, USA, July 9-11, 2014},
pages = {77--82},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ISVLSI.2014.67},
doi = {10.1109/ISVLSI.2014.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isvlsi/MerkelK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/MerkelK14,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
editor = {Kaijian Shi and
Thomas B{\"{u}}chner and
Danella Zhao and
Ramalingam Sridhar},
title = {A stochastic learning algorithm for neuromemristive systems},
booktitle = {27th {IEEE} International System-on-Chip Conference, {SOCC} 2014,
Las Vegas, NV, USA, September 2-5, 2014},
pages = {359--364},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SOCC.2014.6948954},
doi = {10.1109/SOCC.2014.6948954},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/socc/MerkelK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/KudithipudiMOSR14,
author = {Dhireesha Kudithipudi and
Cory E. Merkel and
Yu Kee Ooi and
Qutaiba Saleh and
Garrett S. Rose},
editor = {Kaijian Shi and
Thomas B{\"{u}}chner and
Danella Zhao and
Ramalingam Sridhar},
title = {On designing circuit primitives for cortical processors with memristive
hardware},
booktitle = {27th {IEEE} International System-on-Chip Conference, {SOCC} 2014,
Las Vegas, NV, USA, September 2-5, 2014},
pages = {371--376},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SOCC.2014.6948957},
doi = {10.1109/SOCC.2014.6948957},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socc/KudithipudiMOSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ais/KudithipudiMSRP14,
author = {Dhireesha Kudithipudi and
Cory E. Merkel and
Michael Soltiz and
Garrett S. Rose and
Robinson E. Pino},
editor = {Robinson E. Pino},
title = {Design of Neuromorphic Architectures with Memristors},
booktitle = {Network Science and Cybersecurity},
series = {Advances in Information Security},
volume = {55},
pages = {93--103},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-7597-2\_6},
doi = {10.1007/978-1-4614-7597-2\_6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/ais/KudithipudiMSRP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/SoltizKMRP13,
author = {Michael Soltiz and
Dhireesha Kudithipudi and
Cory E. Merkel and
Garrett S. Rose and
Robinson E. Pino},
title = {Memristor-Based Neural Logic Blocks for Nonlinearly Separable Functions},
journal = {{IEEE} Trans. Computers},
volume = {62},
number = {8},
pages = {1597--1606},
year = {2013},
url = {https://doi.org/10.1109/TC.2013.75},
doi = {10.1109/TC.2013.75},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tc/SoltizKMRP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MerkelKS13,
author = {Cory E. Merkel and
Dhireesha Kudithipudi and
Nick Sereni},
title = {Periodic activation functions in memristor-based analog neural networks},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706772},
doi = {10.1109/IJCNN.2013.6706772},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MerkelKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/BrennerMK12,
author = {David Brenner and
Cory E. Merkel and
Dhireesha Kudithipudi},
editor = {Erik Brunvard and
Ken Stevens and
Joseph R. Cavallaro and
Tong Zhang},
title = {Design-time performance evaluation of thermal management policies
for {SRAM} and {RRAM} based 3D MPSoCs},
booktitle = {Great Lakes Symposium on {VLSI} 2012, GLSVLSI'12, Salt Lake City,
UT, USA, May 3-4, 2012},
pages = {177--182},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2206781.2206824},
doi = {10.1145/2206781.2206824},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/glvlsi/BrennerMK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/SoltizMKR12,
author = {Michael Soltiz and
Cory E. Merkel and
Dhireesha Kudithipudi and
Garrett S. Rose},
editor = {Csaba Andras Moritz},
title = {RRAM-based adaptive neural logic block for implementing non-linearly
separable functions in a single layer},
booktitle = {Proceedings of the 2012 {IEEE/ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2012, Amsterdam, The Netherlands, July 4-6,
2012},
pages = {218--225},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2765491.2765530},
doi = {10.1145/2765491.2765530},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nanoarch/SoltizMKR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/MerkelKK12,
author = {Cory E. Merkel and
Dhireesha Kudithipudi and
Andres Kwasinski},
editor = {Ramalingam Sridhar and
Norbert Schuhmann and
Kaijian Shi},
title = {Lightweight energy prediction framework for solar-powered wireless
sensor networks},
booktitle = {{IEEE} 25th International {SOC} Conference, {SOCC} 2012, Niagara Falls,
NY, USA, September 12-14, 2012},
pages = {131--136},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SOCC.2012.6398397},
doi = {10.1109/SOCC.2012.6398397},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/socc/MerkelKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsid/MerkelK12,
author = {Cory E. Merkel and
Dhireesha Kudithipudi},
editor = {Vishwani D. Agrawal and
Srimat T. Chakradhar},
title = {Towards Thermal Profiling in CMOS/Memristor Hybrid {RRAM} Architectures},
booktitle = {25th International Conference on {VLSI} Design, Hyderabad, India,
January 7-11, 2012},
pages = {167--172},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/VLSID.2012.65},
doi = {10.1109/VLSID.2012.65},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vlsid/MerkelK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MerkelNMK11,
author = {Cory E. Merkel and
Nakul Nagpal and
Sindhura Mandalapu and
Dhireesha Kudithipudi},
title = {Reconfigurable N-level memristor memory design},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {3042--3048},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033622},
doi = {10.1109/IJCNN.2011.6033622},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MerkelNMK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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