| 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 | 1059 | 2018 |
| Bridging biological and artificial neural networks with emerging neuromorphic devices: fundamentals, progress, and challenges J Tang, F Yuan, X Shen, Z Wang, M Rao, Y He, Y Sun, X Li, W Zhang, Y Li, ... Advanced Materials 31 (49), 1902761, 2019 | 662 | 2019 |
| A novel true random number generator based on a stochastic diffusive memristor H Jiang, D Belkin, SE Savel’ev, S Lin, Z Wang, Y Li, S Joshi, R Midya, C Li, ... Nature communications 8 (1), 882, 2017 | 477 | 2017 |
| 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 | 389 | 2019 |
| Anatomy of Ag/Hafnia-based selectors with 10 10 nonlinearity R Midya, Z Wang, J Zhang, SE Savel'ev, C Li, M Rao, MH Jang, S Joshi, ... Advanced Materials 29 (BNL-113633-2017-JA), 2017 | 377 | 2017 |
| 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 | 359 | 2020 |
| 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 | 345 | 2019 |
| 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 | 343 | 2018 |
| 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 | 334 | 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 | 327 | 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 | 276 | 2018 |
| 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 | 267 | 2019 |
| 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 | 259 | 2023 |
| 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 | 214 | 2019 |
| Three-dimensional nanoscale flexible memristor networks with ultralow power for information transmission and processing application TY Wang, JL Meng, MY Rao, ZY He, L Chen, H Zhu, QQ Sun, SJ Ding, ... Nano letters 20 (6), 4111-4120, 2020 | 169 | 2020 |
| 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 | 126 | 2019 |
| A memristor with low switching current and voltage for 1S1R integration and array operation NK Upadhyay, W Sun, P Lin, S Joshi, R Midya, X Zhang, Z Wang, H Jiang, ... Advanced Electronic Materials 6 (5), 1901411, 2020 | 76 | 2020 |
| Characteristics and transport mechanisms of triple switching regimes of TaOx memristor X Lian, M Wang, M Rao, P Yan, JJ Yang, F Miao Applied Physics Letters 110 (17), 2017 | 42 | 2017 |
| 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 | 35 | 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 | 32 | 2024 |
J. Joshua YangUniversity of Southern California, Arthur B. Freeman Chair Professor, IEEE Fellow / NAI FellowDirección de correo verificada de usc.edu