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Zheng Zhou
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Optoelectronic resistive random access memory for neuromorphic vision sensors
F Zhou, Z Zhou, J Chen, TH Choy, J Wang, N Zhang, Z Lin, S Yu, J Kang, ...
Nature nanotechnology 14 (8), 776-782, 2019
8412019
Reconfigurable Nonvolatile Logic Operations in Resistance Switching Crossbar Array for Large-Scale Circuits.
P Huang, J Kang, Y Zhao, S Chen, R Han, Z Zhou, Z Chen, W Ma, M Li, ...
Advanced Materials (Deerfield Beach, Fla.) 28 (44), 9758-9764, 2016
2272016
Bioinspired in-sensor visual adaptation for accurate perception
F Liao, Z Zhou, BJ Kim, J Chen, J Wang, T Wan, Y Zhou, AT Hoang, ...
Nature Electronics 5 (2), 84-91, 2022
2202022
Optoelectronic graded neurons for bioinspired in-sensor motion perception
J Chen, Z Zhou, BJ Kim, Y Zhou, Z Wang, T Wan, J Yan, J Kang, JH Ahn, ...
Nature Nanotechnology 18 (8), 882-888, 2023
632023
Compact Model of HfOX-Based Electronic Synaptic Devices for Neuromorphic Computing
P Huang, D Zhu, S Chen, Z Zhou, Z Chen, B Gao, L Liu, X Liu, J Kang
IEEE Transactions on Electron Devices 64 (2), 614-621, 2017
572017
Optimized learning scheme for grayscale image recognition in a RRAM based analog neuromorphic system
Z Chen, B Gao, Z Zhou, P Huang, H Li, W Ma, D Zhu, L Liu, X Liu, J Kang, ...
2015 IEEE International Electron Devices Meeting (IEDM), 17.7. 1-17.7. 4, 2015
572015
Design and hardware implementation of neuromorphic systems with RRAM synapses and threshold-controlled neurons for pattern recognition
Y Jiang, P Huang, D Zhu, Z Zhou, R Han, L Liu, X Liu, J Kang
IEEE Transactions on Circuits and Systems I: Regular Papers 65 (9), 2726-2738, 2018
462018
Stateful logic operations in one-transistor-one-resistor resistive random access memory array
W Shen, P Huang, M Fan, R Han, Z Zhou, B Gao, H Wu, H Qian, L Liu, ...
IEEE Electron Device Letters 40 (9), 1538-1541, 2019
452019
Convolutional neural networks based on RRAM devices for image recognition and online learning tasks
Z Dong, Z Zhou, Z Li, C Liu, P Huang, L Liu, X Liu, J Kang
IEEE Transactions on Electron Devices 66 (1), 793-801, 2018
452018
Metal oxide resistive random access memory based synaptic devices for brain-inspired computing
B Gao, J Kang, Z Zhou, Z Chen, P Huang, L Liu, X Liu
Japanese Journal of Applied Physics 55 (4S), 04EA06, 2016
372016
A new hardware implementation approach of BNNs based on nonlinear 2T2R synaptic cell
Z Zhou, P Huang, YC Xiang, WS Shen, YD Zhao, YL Feng, B Gao, HQ Wu, ...
2018 IEEE International Electron Devices Meeting (IEDM), 20.7. 1-20.7. 4, 2018
332018
Resistive random access memory and its applications in storage and nonvolatile logic
D Zhu, Y Li, W Shen, Z Zhou, L Liu, X Zhang
Journal of Semiconductors 38 (7), 071002, 2017
322017
RTN based oxygen vacancy probing method for Ox-RRAM reliability characterization and its application in tail bits
P Huang, DB Zhu, C Liu, Z Zhou, Z Dong, H Jiang, WS Shen, LF Liu, ...
2017 IEEE International Electron Devices Meeting (IEDM), 21.4. 1-21.4. 4, 2017
282017
Improvement of state stability in multi-level resistive random-access memory (RRAM) array for neuromorphic computing
Y Feng, P Huang, Y Zhao, Y Shan, Y Zhang, Z Zhou, L Liu, X Liu, J Kang
IEEE Electron Device Letters 42 (8), 1168-1171, 2021
272021
Negative differential resistance effect in Ru-based RRAM device fabricated by atomic layer deposition
Y Feng, P Huang, Z Zhou, X Ding, L Liu, X Liu, J Kang
Nanoscale Research Letters 14, 1-5, 2019
242019
Analog deep neural network based on NOR flash computing array for high speed/energy efficiency computation
YC Xiang, P Huang, Z Zhou, RZ Han, YN Jiang, QM Shu, ZQ Su, YB Liu, ...
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2019
212019
Binary resistive-switching-device-based electronic synapse with Spike-Rate-Dependent plasticity for online learning
P Huang, Z Li, Z Dong, R Han, Z Zhou, D Zhu, L Liu, X Liu, J Kang
ACS Applied Electronic Materials 1 (6), 845-853, 2019
202019
The Characteristics of Binary Spike-Time-Dependent Plasticity in HfO2-Based RRAM and Applications for Pattern Recognition
Z Zhou, C Liu, W Shen, Z Dong, Z Chen, P Huang, L Liu, X Liu, J Kang
Nanoscale Research Letters 12, 1-5, 2017
182017
An improved RRAM-based binarized neural network with high variation-tolerated forward/backward propagation module
Y Zhang, Z Zhou, P Huang, M Fan, R Han, W Shen, L Liu, X Liu, B Gao, ...
IEEE Transactions on Electron Devices 67 (2), 469-473, 2019
172019
Hardware implementation of RRAM based binarized neural networks
P Huang, Z Zhou, Y Zhang, Y Xiang, R Han, L Liu, X Liu, J Kang
APL Materials 7 (8), 2019
162019
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