| 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 | 1677 | 2016 |
| 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 | 1628 | 2017 |
| The future of electronics based on memristive systems MA Zidan, JP Strachan, WD Lu Nature electronics 1 (1), 22-29, 2018 | 1277 | 2018 |
| 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 | 850 | 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 | 840 | 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 | 760 | 2018 |
| Sub-nanosecond switching of a tantalum oxide memristor AC Torrezan, JP Strachan, G Medeiros-Ribeiro, RS Williams Nanotechnology 22 (48), 485203, 2011 | 742 | 2011 |
| High switching endurance in memristive devices JJ Yang, MX Zhang, JP Strachan, F Miao, MD Pickett, RD Kelley, ... Applied Physics Letters 97 (23), 232102, 2010 | 687 | 2010 |
| 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 | 629 | 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 | 580 | 2018 |
| Anatomy of a nanoscale conduction channel reveals the mechanism of a high‐performance memristor F Miao, JP Strachan, JJ Yang, MX Zhang, I Goldfarb, AC Torrezan, ... Advanced materials 23 (47), 5633-5640, 2011 | 486 | 2011 |
| Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing S Kumar, JP Strachan, RS Williams Nature 548 (7667), 318-321, 2017 | 419 | 2017 |
| Direct identification of the conducting channels in a functioning memristive device JP Strachan, MD Pickett, JJ Yang, S Aloni, AL David Kilcoyne, ... Advanced materials 22 (32), 3573-3577, 2010 | 370 | 2010 |
| PUMA: A programmable ultra-efficient memristor-based accelerator for machine learning inference A Ankit, IE Hajj, SR Chalamalasetti, G Ndu, M Foltin, RS Williams, ... Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 324 | 2019 |
| 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 | 273 | 2019 |
| High‐speed and low‐energy nitride memristors BJ Choi, AC Torrezan, JP Strachan, PG Kotula, AJ Lohn, MJ Marinella, ... Advanced Functional Materials 26 (29), 5290-5296, 2016 | 264 | 2016 |
| 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 | 242 | 2019 |
| Engineering nonlinearity into memristors for passive crossbar applications J Joshua Yang, MX Zhang, MD Pickett, F Miao, J Paul Strachan, WD Li, ... Applied Physics Letters 100 (11), 113501, 2012 | 236 | 2012 |
| Time-resolved imaging of spin transfer switching: Beyond the macrospin concept Y Acremann, JP Strachan, V Chembrolu, SD Andrews, T Tyliszczak, ... Physical Review Letters 96 (21), 217202, 2006 | 231 | 2006 |
| 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 | 226 | 2017 |
R. Stanley WilliamsTexas A & M University ECE DepartmentVerified email at rstanleywilliams.com
