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Wen Ma
Wen Ma
University of Michigan, Western Digital
Verified email at umich.edu
Title
Cited by
Cited by
Year
Sparse coding with memristor networks
PM Sheridan, F Cai, C Du, W Ma, Z Zhang, WD Lu
Nature nanotechnology 12 (8), 784-789, 2017
4672017
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
4072015
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
3942017
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
3112015
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
1422019
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
982015
Pattern recognition with memristor networks
P Sheridan, W Ma, W Lu
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 1078-1081, 2014
452014
Neuromorphic computing with memristive devices
W Ma, MA Zidan, WD Lu
Science China Information Sciences 61 (6), 1-9, 2018
272018
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
222019
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
162016
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
122019
Temporal information encoding in dynamic memristive devices
W Ma, L Chen, C Du, WD Lu
Applied Physics Letters 107 (19), 193101, 2015
112015
Differential non-volatile memory cell for artificial neural network
PF Chiu, WH Choi, W Ma, M Lueker-boden
US Patent 10,643,119, 2020
102020
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
92020
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
62020
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
42020
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
32019
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
32018
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
32018
Hardware accelerated discretized neural network
W Ma, PF Chiu, M Qin, WH Choi, M Lueker-boden
US Patent 11,074,318, 2021
22021
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Articles 1–20