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 | 893 | 2019 |
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 | 261 | 2022 |
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 | 197 | 2016 |
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 | 95 | 2023 |
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 | 61 | 2017 |
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 | 59 | 2015 |
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 | 48 | 2018 |
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 | 47 | 2019 |
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 | 46 | 2018 |
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 | 39 | 2016 |
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 | 35 | 2018 |
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 | 32 | 2017 |
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 | 29 | 2021 |
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 | 29 | 2017 |
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 | 25 | 2019 |
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 | 23 | 2019 |
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 | 22 | 2019 |
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 | 21 | 2019 |
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 | 18 | 2017 |
A physics-based compact model for CBRAM retention behaviors based on atom transport dynamics and percolation theory Y Zhao, P Huang, Z Zhou, C Liu, S Qin, L Liu, X Liu, HSP Wong, J Kang IEEE Electron Device Letters 40 (4), 647-650, 2019 | 17 | 2019 |