| Sparse coding with memristor networks PM Sheridan, F Cai, C Du, W Ma, Z Zhang, WD Lu Nature nanotechnology 12 (8), 784-789, 2017 | 467 | 2017 |
| Experimental demonstration of a second-order memristor and its ability to biorealistically implement synaptic plasticity S Kim, C Du, P Sheridan, W Ma, SH Choi, WD Lu Nano letters 15 (3), 2203-2211, 2015 | 407 | 2015 |
| Reservoir computing using dynamic memristors for temporal information processing C Du, F Cai, MA Zidan, W Ma, SH Lee, WD Lu Nature communications 8 (1), 1-10, 2017 | 394 | 2017 |
| Biorealistic implementation of synaptic functions with oxide memristors through internal ionic dynamics C Du, W Ma, T Chang, P Sheridan, WD Lu Advanced Functional Materials 25 (27), 4290-4299, 2015 | 311 | 2015 |
| Temporal data classification and forecasting using a memristor-based reservoir computing system J Moon, W Ma, JH Shin, F Cai, C Du, SH Lee, WD Lu Nature Electronics 2 (10), 480-487, 2019 | 142 | 2019 |
| Efficient in-memory computing architecture based on crossbar arrays B Chen, F Cai, J Zhou, W Ma, P Sheridan, WD Lu 2015 IEEE International Electron Devices Meeting (IEDM), 17.5. 1-17.5. 4, 2015 | 98 | 2015 |
| Pattern recognition with memristor networks P Sheridan, W Ma, W Lu 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 1078-1081, 2014 | 45 | 2014 |
| Neuromorphic computing with memristive devices W Ma, MA Zidan, WD Lu Science China Information Sciences 61 (6), 1-9, 2018 | 27 | 2018 |
| Memristor TCAMs accelerate regular expression matching for network intrusion detection CE Graves, C Li, X Sheng, W Ma, SR Chalamalasetti, D Miller, ... IEEE Transactions on Nanotechnology 18, 963-970, 2019 | 22 | 2019 |
| Device nonideality effects on image reconstruction using memristor arrays W Ma, F Caí, C Du, Y Jeong, M Zidan, WD Lu 2016 IEEE International Electron Devices Meeting (IEDM), 16.7. 1-16.7. 4, 2016 | 16 | 2016 |
| A binarized neural network accelerator with differential crosspoint memristor array for energy-efficient MAC operations PF Chiu, WH Choi, W Ma, M Qin, M Lueker-Boden 2019 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2019 | 12 | 2019 |
| Temporal information encoding in dynamic memristive devices W Ma, L Chen, C Du, WD Lu Applied Physics Letters 107 (19), 193101, 2015 | 11 | 2015 |
| Differential non-volatile memory cell for artificial neural network PF Chiu, WH Choi, W Ma, M Lueker-boden US Patent 10,643,119, 2020 | 10 | 2020 |
| Configurable precision neural network with differential binary non-volatile memory cell structure WH Choi, PF Chiu, W Ma, M Lueker-boden US Patent 10,643,705, 2020 | 9 | 2020 |
| Pipelining to improve neural network inference accuracy W Ma, M Qin, WH Choi, PF Chiu, M Van Lueker-Boden US Patent App. 16/180,462, 2020 | 6 | 2020 |
| An in-flash binary neural network accelerator with SLC NAND flash array WH Choi, PF Chiu, W Ma, G Hemink, TT Hoang, M Lueker-Boden, ... 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 4 | 2020 |
| Non-Volatile Memory Array Based Quantization-and Noise-Resilient LSTM Neural Networks W Ma, PF Chiu, WH Choi, M Qin, D Bedau, M Lueker-Boden 2019 IEEE International Conference on Rebooting Computing (ICRC), 1-9, 2019 | 3 | 2019 |
| Improving noise tolerance of hardware accelerated artificial neural networks W Ma, M Qin, WH Choi, PF Chiu, M Lueker-Boden 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 3 | 2018 |
| Regular expression matching with memristor TCAMs CE Graves, W Ma, X Sheng, B Buchanan, L Zheng, ST Lam, X Li, ... 2018 IEEE International Conference on Rebooting Computing (ICRC), 1-11, 2018 | 3 | 2018 |
| Hardware accelerated discretized neural network W Ma, PF Chiu, M Qin, WH Choi, M Lueker-boden US Patent 11,074,318, 2021 | 2 | 2021 |
Wei D. LuEECS Professor, University of Michigan, IEEE FellowVerified email at umich.edu
