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Michael Klachko
Michael Klachko
Mythic AI
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Fast, energy-efficient, robust, and reproducible mixed-signal neuromorphic classifier based on embedded NOR flash memory technology
X Guo, FM Bayat, M Bavandpour, M Klachko, MR Mahmoodi, M Prezioso, ...
2017 IEEE International Electron Devices Meeting (IEDM), 6.5. 1-6.5. 4, 2017
2032017
High-performance mixed-signal neurocomputing with nanoscale floating-gate memory cell arrays
F Merrikh-Bayat, X Guo, M Klachko, M Prezioso, KK Likharev, DB Strukov
IEEE transactions on neural networks and learning systems 29 (10), 4782-4790, 2017
1642017
Improving noise tolerance of mixed-signal neural networks
M Klachko, MR Mahmoodi, D Strukov
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
452019
Model-based high-precision tuning of NOR flash memory cells for analog computing applications
FM Bayat, X Guo, M Klachko, N Do, K Likharev, D Strukov
2016 74th Annual Device Research Conference (DRC), 1-2, 2016
412016
Low area overhead in-situ training approach for memristor-based classifier
E Zamanidoost, M Klachko, D Strukov, I Kataeva
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale …, 2015
152015
Hardware security primitive exploiting intrinsic variability in analog behavior of 3-D NAND flash memory array
S Sahay, M Klachko, D Strukov
IEEE Transactions on Electron Devices 66 (5), 2158-2164, 2019
142019
The impact of device uniformity on functionality of analog passively-integrated memristive circuits
Z Fahimi, MR Mahmoodi, M Klachko, H Nili, DB Strukov
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (10), 4090-4101, 2021
72021
Sub-1-us, sub-20-nj pattern classification in a mixed-signal circuit based on embedded 180-nm floating-gate memory cell arrays
FM Bayat, X Guo, M Klachko, M Prezioso, KK Likharev, DB Strukov
arXiv preprint arXiv:1610.02091, 2016
72016
Mitigating imperfections in mixed-signal neuromorphic circuits
Z Fahimi, MR Mahmoodi, M Klachko, H Nili, H Kim, DB Strukov
arXiv preprint arXiv:2107.04236, 2021
52021
Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays
F Merrikh Bayat, X Guo, M Klachko, M Prezioso, KK Likharev, DB Strukov
arXiv e-prints, arXiv: 1610.02091, 2016
12016
Hardware Aware Training of Mixed Signal Neural Networks
M Klachko
University of California, Santa Barbara, 2020
2020
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