Design and analysis of a neuromemristive reservoir computing architecture for biosignal processing D Kudithipudi, Q Saleh, C Merkel, J Thesing, B Wysocki Frontiers in neuroscience 9, 166603, 2016 | 107 | 2016 |
Memristor-based neural logic blocks for nonlinearly separable functions M Soltiz, D Kudithipudi, C Merkel, GS Rose, RE Pino IEEE Transactions on computers 62 (8), 1597-1606, 2013 | 60 | 2013 |
Reconfigurable N-level memristor memory design CE Merkel, N Nagpal, S Mandalapu, D Kudithipudi The 2011 International Joint Conference on Neural Networks, 3042-3048, 2011 | 47 | 2011 |
Memristive reservoir computing architecture for epileptic seizure detection C Merkel, Q Saleh, C Donahue, D Kudithipudi Procedia Computer Science 41, 249-254, 2014 | 42 | 2014 |
A survey on machine learning accelerators and evolutionary hardware platforms S Bavikadi, A Dhavlle, A Ganguly, A Haridass, H Hendy, C Merkel, ... IEEE Design & Test 39 (3), 91-116, 2022 | 34 | 2022 |
Neuromemristive systems: boosting efficiency through brain-inspired computing C Merkel, R Hasan, N Soures, D Kudithipudi, T Taha, S Agarwal, ... Computer 49 (10), 56-64, 2016 | 34 | 2016 |
Neuromorphic properties of flexible carbon nanotube/polydimethylsiloxane nanocomposites R Liu, JG Kim, P Dhakal, W Li, J Ma, A Hou, C Merkel, J Qiu, M Zoran, ... Advanced Composites and Hybrid Materials 6 (1), 14, 2023 | 32 | 2023 |
A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits T Ibrayev, AP James, C Merkel, D Kudithipudi 2016 IEEE international symposium on circuits and systems (ISCAS), 1254-1257, 2016 | 28 | 2016 |
A current-mode CMOS/memristor hybrid implementation of an extreme learning machine C Merkel, D Kudithipudi Proceedings of the 24th edition of the Great Lakes Symposium on VLSI, 241-242, 2014 | 24 | 2014 |
Thermal management apparatuses with temperature sensing resistive random access memory devices and methods thereof C Merkel, D Kudithipudi US Patent 8,750,065, 2014 | 20 | 2014 |
Periodic activation functions in memristor-based analog neural networks C Merkel, D Kudithipudi, N Sereni The 2013 international joint conference on neural networks (IJCNN), 1-7, 2013 | 19 | 2013 |
Design and analysis of neuromemristive echo state networks with limited-precision synapses C Donahue, C Merkel, Q Saleh, L Dolgovs, YK Ooi, D Kudithipudi, ... 2015 IEEE Symposium on Computational Intelligence for Security and Defense …, 2015 | 17 | 2015 |
A stochastic learning algorithm for neuromemristive systems C Merkel, D Kudithipudi 2014 27th IEEE International System-on-Chip Conference (SOCC), 359-364, 2014 | 17 | 2014 |
Neuromemristive extreme learning machines for pattern classification C Merkel, D Kudithipudi 2014 IEEE Computer Society Annual Symposium on VLSI, 77-82, 2014 | 17 | 2014 |
Review of spike-based neuromorphic computing for brain-inspired vision: biology, algorithms, and hardware H Hendy, C Merkel Journal of Electronic Imaging 31 (1), 010901-010901, 2022 | 16 | 2022 |
Towards thermal profiling in CMOS/memristor hybrid RRAM architectures CE Merkel, D Kudithipudi 2012 25th International Conference on VLSI Design, 167-172, 2012 | 15 | 2012 |
An FPGA implementation of a time delay reservoir using stochastic logic L Loomis, N McDonald, C Merkel ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (4), 1-15, 2018 | 14 | 2018 |
RRAM-based adaptive neural logic block for implementing non-linearly separable functions in a single layer M Soltiz, C Merkel, D Kudithipudi, GS Rose Proceedings of the 2012 IEEE/ACM International Symposium on Nanoscale …, 2012 | 14 | 2012 |
On the Adversarial Robustness of Quantized Neural Networks M Gorsline, J Smith, C Merkel arXiv preprint arXiv:2105.00227, 2021 | 13 | 2021 |
Memristive computational architecture of an echo state network for real-time speech-emotion recognition Q Saleh, C Merkel, D Kudithipudi, B Wysocki 2015 IEEE symposium on computational intelligence for security and defense …, 2015 | 13 | 2015 |