ISAAC: A convolutional neural network accelerator with in-situ analog arithmetic in crossbars A Shafiee, A Nag, N Muralimanohar, R Balasubramonian, JP Strachan, ... ACM SIGARCH Computer Architecture News 44 (3), 14-26, 2016 | 2210 | 2016 |
Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing Z Wang, S Joshi, SES ev, H Jiang, R Midya, P Lin, M Hu, N Ge, ... NATURE MATERIALS, 2016 | 2104 | 2016 |
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 | 1179 | 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 | 1139 | 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 | 1028 | 2018 |
Dot-product engine for neuromorphic computing: Programming 1T1M crossbar to accelerate matrix-vector multiplication M Hu, JP Strachan, Z Li, EM Grafals, N Davila, C Graves, S Lam, N Ge, ... Proceedings of the 53rd annual design automation conference, 1-6, 2016 | 765 | 2016 |
Memristor‐based analog computation and neural network classification with a dot product engine M Hu, CE Graves, C Li, Y Li, N Ge, E Montgomery, N Davila, H Jiang, ... Advanced Materials 30 (9), 1705914, 2018 | 754 | 2018 |
Memristor crossbar-based neuromorphic computing system: A case study M Hu, H Li, Y Chen, Q Wu, GS Rose, RW Linderman IEEE transactions on neural networks and learning systems 25 (10), 1864-1878, 2014 | 442 | 2014 |
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 | 380 | 2019 |
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 | 330 | 2019 |
Rescuing memristor-based neuromorphic design with high defects C Liu, M Hu, JP Strachan, H Li Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017 | 269 | 2017 |
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 | 268 | 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 | 255 | 2019 |
Hardware realization of BSB recall function using memristor crossbar arrays M Hu, H Li, Q Wu, GS Rose Proceedings of the 49th annual design automation conference, 498-503, 2012 | 228 | 2012 |
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 | 213 | 2023 |
Memristor-based approximated computation B Li, Y Shan, M Hu, Y Wang, Y Chen, H Yang International Symposium on Low Power Electronics and Design (ISLPED), 242-247, 2013 | 127 | 2013 |
A Memristor-based Dynamic Synapse for Spiking Neural Networks View Document M Hu, Y Chen, JJ Yang, Y Wang, H Li IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2016 | 111* | 2016 |
Geometry variations analysis of TiO2 thin-film and spintronic memristors M Hu, H Li, Y Chen, X Wang, RE Pino 16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), 25-30, 2011 | 105 | 2011 |
Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine B Liu, M Hu, H Li, ZH Mao, Y Chen, T Huang, W Zhang Proceedings of the 50th Annual Design Automation Conference, 1-6, 2013 | 89 | 2013 |
Apparatus for performing matrix vector multiplication approximation using crossbar arrays of resistive memory devices R Linderman, Q Wu, G Rose, H Li, Y Chen, M Hu US Patent 9,152,827, 2015 | 87 | 2015 |