| Analogue signal and image processing with large memristor crossbars C Li, M Hu, Y Li, H Jiang, N Ge, E Montgomery, J Zhang, W Song, ... Nature electronics 1 (1), 52-59, 2018 | 1231 | 2018 |
| Efficient and self-adaptive in-situ learning in multilayer memristor neural networks C Li, D Belkin, Y Li, P Yan, M Hu, N Ge, H Jiang, E Montgomery, P Lin, ... Nature communications 9 (1), 2385, 2018 | 1181 | 2018 |
| Fully memristive neural networks for pattern classification with unsupervised learning Z Wang, S Joshi, S Savel’Ev, W Song, R Midya, Y Li, M Rao, P Yan, ... Nature Electronics 1 (2), 137-145, 2018 | 1069 | 2018 |
| Long short-term memory networks in memristor crossbar arrays C Li, Z Wang, M Rao, D Belkin, W Song, H Jiang, P Yan, Y Li, P Lin, M Hu, ... Nature Machine Intelligence 1 (1), 49-57, 2019 | 392 | 2019 |
| An artificial spiking afferent nerve based on Mott memristors for neurorobotics X Zhang, Y Zhuo, Q Luo, Z Wu, R Midya, Z Wang, W Song, R Wang, ... Nature communications 11 (1), 51, 2020 | 352 | 2020 |
| Gate-tunable van der Waals heterostructure for reconfigurable neural network vision sensor CY Wang, SJ Liang, S Wang, P Wang, Z Li, Z Wang, A Gao, C Pan, C Liu, ... Science Advances 6 (26), eaba6173, 2020 | 348 | 2020 |
| Threshold switching of Ag or Cu in dielectrics: materials, mechanism, and applications Z Wang, M Rao, R Midya, S Joshi, H Jiang, P Lin, W Song, S Asapu, ... Advanced Functional Materials 28 (6), 1704862, 2018 | 345 | 2018 |
| Reinforcement learning with analogue memristor arrays Z Wang, C Li, W Song, M Rao, D Belkin, Y Li, P Yan, H Jiang, P Lin, M Hu, ... Nature electronics 2 (3), 115-124, 2019 | 342 | 2019 |
| Three-dimensional memristor circuits as complex neural networks P Lin, C Li, Z Wang, Y Li, H Jiang, W Song, M Rao, Y Zhuo, NK Upadhyay, ... Nature Electronics 3 (4), 225-232, 2020 | 337 | 2020 |
| Brain-inspired computing with memristors: Challenges in devices, circuits, and systems Y Zhang, Z Wang, J Zhu, Y Yang, M Rao, W Song, Y Zhuo, X Zhang, ... Applied Physics Reviews 7 (1), 2020 | 333 | 2020 |
| Capacitive neural network with neuro-transistors Z Wang, M Rao, JW Han, J Zhang, P Lin, Y Li, C Li, W Song, S Asapu, ... Nature communications 9 (1), 3208, 2018 | 275 | 2018 |
| Thousands of conductance levels in memristors integrated on CMOS M Rao, H Tang, J Wu, W Song, M Zhang, W Yin, Y Zhuo, F Kiani, B Chen, ... Nature 615 (7954), 823-829, 2023 | 271 | 2023 |
| In situ training of feed-forward and recurrent convolutional memristor networks Z Wang, C Li, P Lin, M Rao, Y Nie, W Song, Q Qiu, Y Li, P Yan, ... Nature Machine Intelligence 1 (9), 434-442, 2019 | 268 | 2019 |
| Reservoir computing using diffusive memristors R Midya, Z Wang, S Asapu, X Zhang, M Rao, W Song, Y Zhuo, ... Advanced Intelligent Systems 1 (7), 1900084, 2019 | 221 | 2019 |
| Artificial neural network (ANN) to spiking neural network (SNN) converters based on diffusive memristors R Midya, Z Wang, S Asapu, S Joshi, Y Li, Y Zhuo, W Song, H Jiang, ... Advanced Electronic Materials 5 (9), 1900060, 2019 | 125 | 2019 |
| Hardware implementation of memristor-based artificial neural networks F Aguirre, A Sebastian, M Le Gallo, W Song, T Wang, JJ Yang, W Lu, ... Nature communications 15 (1), 1974, 2024 | 119 | 2024 |
| 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 | 74 | 2020 |
| A dynamical compact model of diffusive and drift memristors for neuromorphic computing Y Zhuo, R Midya, W Song, Z Wang, S Asapu, M Rao, P Lin, H Jiang, Q Xia, ... Advanced Electronic Materials 8 (8), 2100696, 2022 | 36 | 2022 |
| Programming memristor arrays with arbitrarily high precision for analog computing W Song, M Rao, Y Li, C Li, Y Zhuo, F Cai, M Wu, W Yin, Z Li, Q Wei, S Lee, ... Science 383 (6685), 903-910, 2024 | 34 | 2024 |
| Timing selector: Using transient switching dynamics to solve the sneak path issue of crossbar arrays M Rao, W Song, F Kiani, S Asapu, Y Zhuo, R Midya, N Upadhyay, Q Wu, ... Small Science 2 (1), 2100072, 2022 | 31 | 2022 |
J. Joshua YangUniversity of Southern California, Arthur B. Freeman Chair Professor, IEEE Fellow / NAI Fellowכתובת אימייל מאומתת בדומיין usc.edu
