Fully hardware-implemented memristor convolutional neural network P Yao, H Wu, B Gao, J Tang, Q Zhang, W Zhang, JJ Yang, H Qian Nature 577 (7792), 641-646, 2020 | 1569 | 2020 |
Face classification using electronic synapses P Yao, H Wu, B Gao, SB Eryilmaz, X Huang, W Zhang, Q Zhang, N Deng, ... Nature communications 8 (1), 15199, 2017 | 844 | 2017 |
Neuro-inspired computing chips W Zhang, B Gao, J Tang, P Yao, S Yu, MF Chang, HJ Yoo, H Qian, H Wu Nature electronics 3 (7), 371-382, 2020 | 501 | 2020 |
2022 roadmap on neuromorphic computing and engineering DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ... Neuromorphic Computing and Engineering 2 (2), 022501, 2022 | 331 | 2022 |
33.2 A fully integrated analog ReRAM based 78.4 TOPS/W compute-in-memory chip with fully parallel MAC computing Q Liu, B Gao, P Yao, D Wu, J Chen, Y Pang, W Zhang, Y Liao, CX Xue, ... 2020 IEEE International Solid-State Circuits Conference-(ISSCC), 500-502, 2020 | 219 | 2020 |
Power-efficient neural network with artificial dendrites X Li, J Tang, Q Zhang, B Gao, JJ Yang, S Song, W Wu, W Zhang, P Yao, ... Nature Nanotechnology 15 (9), 776-782, 2020 | 181 | 2020 |
A methodology to improve linearity of analog RRAM for neuromorphic computing W Wu, H Wu, B Gao, P Yao, X Zhang, X Peng, S Yu, H Qian 2018 IEEE symposium on VLSI technology, 103-104, 2018 | 168 | 2018 |
Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces Z Liu, J Tang, B Gao, P Yao, X Li, D Liu, Y Zhou, H Qian, B Hong, H Wu Nature communications 11 (1), 4234, 2020 | 117 | 2020 |
A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing Y Zhong, J Tang, X Li, X Liang, Z Liu, Y Li, Y Xi, P Yao, Z Hao, B Gao, ... Nature Electronics 5 (10), 672-681, 2022 | 94 | 2022 |
Device and circuit optimization of RRAM for neuromorphic computing H Wu, P Yao, B Gao, W Wu, Q Zhang, W Zhang, N Deng, D Wu, ... 2017 IEEE International Electron Devices Meeting (IEDM), 11.5. 1-11.5. 4, 2017 | 78 | 2017 |
Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems Q Zhang, H Wu, P Yao, W Zhang, B Gao, N Deng, H Qian Neural Networks 108, 217-223, 2018 | 64 | 2018 |
Memristor-based analogue computing for brain-inspired sound localization with in situ training B Gao, Y Zhou, Q Zhang, S Zhang, P Yao, Y Xi, Q Liu, M Zhao, W Zhang, ... Nature communications 13 (1), 2026, 2022 | 62 | 2022 |
Integration and co-design of memristive devices and algorithms for artificial intelligence W Wang, W Song, P Yao, Y Li, J Van Nostrand, Q Qiu, D Ielmini, JJ Yang Iscience 23 (12), 2020 | 59 | 2020 |
Associative Memory for Image Recovery with a High‐Performance Memristor Array Y Zhou, H Wu, B Gao, W Wu, Y Xi, P Yao, S Zhang, Q Zhang, H Qian Advanced Functional Materials 29 (30), 1900155, 2019 | 59 | 2019 |
Characterizing endurance degradation of incremental switching in analog RRAM for neuromorphic systems M Zhao, H Wu, B Gao, X Sun, Y Liu, P Yao, Y Xi, X Li, Q Zhang, K Wang, ... 2018 IEEE International Electron Devices Meeting (IEDM), 20.2. 1-20.2. 4, 2018 | 59 | 2018 |
Rotating neurons for all-analog implementation of cyclic reservoir computing X Liang, Y Zhong, J Tang, Z Liu, P Yao, K Sun, Q Zhang, B Gao, H Heidari, ... Nature communications 13 (1), 1549, 2022 | 57 | 2022 |
Modeling disorder effect of the oxygen vacancy distribution in filamentary analog RRAM for neuromorphic computing B Gao, H Wu, W Wu, X Wang, P Yao, Y Xi, W Zhang, N Deng, P Huang, ... 2017 IEEE International Electron Devices Meeting (IEDM), 4.4. 1-4.4. 4, 2017 | 53 | 2017 |
Multichannel parallel processing of neural signals in memristor arrays Z Liu, J Tang, B Gao, X Li, P Yao, Y Lin, D Liu, B Hong, H Qian, H Wu Science advances 6 (41), eabc4797, 2020 | 46 | 2020 |
Edge learning using a fully integrated neuro-inspired memristor chip W Zhang, P Yao, B Gao, Q Liu, D Wu, Q Zhang, Y Li, Q Qin, J Li, Z Zhu, ... Science 381 (6663), 1205-1211, 2023 | 39 | 2023 |
A compact model of analog RRAM with device and array nonideal effects for neuromorphic systems Y Liao, B Gao, F Xu, P Yao, J Chen, W Zhang, J Tang, H Wu, H Qian IEEE Transactions on Electron Devices 67 (4), 1593-1599, 2020 | 33 | 2020 |