| Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing Z Wang, S Joshi, SE Savel’ev, H Jiang, R Midya, P Lin, M Hu, N Ge, ... Nature materials 16 (1), 101-108, 2017 | 2153 | 2017 |
| 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 | 1218 | 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 | 1188 | 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 | 1058 | 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 | 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 |
| 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 | 345 | 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 |
| Integration of bulk materials with two-dimensional materials for physical coupling and applications SH Bae, H Kum, W Kong, Y Kim, C Choi, B Lee, P Lin, Y Park, J Kim Nature materials 18 (6), 550-560, 2019 | 301 | 2019 |
| Sub-10 nm Ta Channel Responsible for Superior Performance of a HfO2 Memristor H Jiang, L Han, P Lin, Z Wang, MH Jang, Q Wu, M Barnell, JJ Yang, ... Scientific reports 6 (1), 28525, 2016 | 281 | 2016 |
| 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 |
| Alloying conducting channels for reliable neuromorphic computing H Yeon, P Lin, C Choi, SH Tan, Y Park, D Lee, J Lee, F Xu, B Gao, H Wu, ... Nature Nanotechnology 15 (7), 574-579, 2020 | 244 | 2020 |
| Three-dimensional crossbar arrays of self-rectifying Si/SiO 2/Si memristors C Li, L Han, H Jiang, MH Jang, P Lin, Q Wu, M Barnell, X Yang, J. Joshua, ... Nature Communications 8 (8), 15666, 2017 | 241 | 2017 |
| Roadmap on emerging hardware and technology for machine learning K Berggren, Q Xia, KK Likharev, DB Strukov, H Jiang, T Mikolajick, ... Nanotechnology 32 (1), 012002, 2020 | 205 | 2020 |
| Memristive crossbar arrays for storage and computing applications H Li, S Wang, X Zhang, W Wang, R Yang, Z Sun, W Feng, P Lin, Z Wang, ... Advanced Intelligent Systems 3 (9), 2100017, 2021 | 176 | 2021 |
| Long-term reliable physical health monitoring by sweat pore–inspired perforated electronic skins H Yeon, H Lee, Y Kim, D Lee, Y Lee, JS Lee, J Shin, C Choi, JH Kang, ... Science Advances 7 (27), eabg8459, 2021 | 126 | 2021 |
| 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 |
| Cross point arrays of 8 nm× 8 nm memristive devices fabricated with nanoimprint lithography S Pi, P Lin, Q Xia Journal of Vacuum Science & Technology B 31 (6), 2013 | 102 | 2013 |
Qiangfei XiaDev and Linda Gupta Professor at the University of Massachusetts AmherstEmail verificata su umass.edu