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 | 891 | 2016 |
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 | 808 | 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, 2018 | 382 | 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, ... 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2016 | 356 | 2016 |
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 | 334 | 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), 1-8, 2018 | 273 | 2018 |
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 | 244 | 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 | 234 | 2014 |
Hardware realization of BSB recall function using memristor crossbar arrays M Hu, H Li, Q Wu, GS Rose DAC Design Automation Conference 2012, 498-503, 2012 | 166 | 2012 |
Rescuing memristor-based neuromorphic design with high defects C Liu, M Hu, JP Strachan, H Li 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017 | 104 | 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 | 100 | 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 | 90 | 2019 |
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 | 90 | 2011 |
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 | 84 | 2013 |
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), 1-10, 2018 | 76 | 2018 |
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 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2013 | 70 | 2013 |
Memristor crossbar based hardware realization of BSB recall function M Hu, H Li, Q Wu, GS Rose, Y Chen The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012 | 55 | 2012 |
BSB training scheme implementation on memristor-based circuit M Hu, H Li, Y Chen, Q Wu, GS Rose 2013 IEEE Symposium on Computational Intelligence for Security and Defense …, 2013 | 51 | 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 | 46* | 2016 |
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 | 45 | 2015 |