Analog architectures for neural network acceleration based on non-volatile memory TP Xiao, CH Bennett, B Feinberg, S Agarwal, MJ Marinella Applied Physics Reviews 7 (3), 2020 | 175 | 2020 |
Filament‐free bulk resistive memory enables deterministic analogue switching Y Li, EJ Fuller, JD Sugar, S Yoo, DS Ashby, CH Bennett, RD Horton, ... Advanced Materials 32 (45), 2003984, 2020 | 113 | 2020 |
Magnetic domain wall neuron with lateral inhibition N Hassan, X Hu, L Jiang-Wei, WH Brigner, OG Akinola, F Garcia-Sanchez, ... Journal of Applied Physics 124 (15), 2018 | 84 | 2018 |
Physical realization of a supervised learning system built with organic memristive synapses YP Lin, CH Bennett, T Cabaret, D Vodenicarevic, D Chabi, D Querlioz, ... Scientific reports 6 (1), 31932, 2016 | 64 | 2016 |
Shape-based magnetic domain wall drift for an artificial spintronic leaky integrate-and-fire neuron WH Brigner, N Hassan, L Jiang-Wei, X Hu, D Saha, CH Bennett, ... IEEE Transactions on Electron Devices 66 (11), 4970-4975, 2019 | 62 | 2019 |
Ultrahigh density memristor neural crossbar for on-chip supervised learning D Chabi, Z Wang, C Bennett, JO Klein, W Zhao IEEE Transactions on Nanotechnology 14 (6), 954-962, 2015 | 56 | 2015 |
Metaplastic and energy-efficient biocompatible graphene artificial synaptic transistors for enhanced accuracy neuromorphic computing D Kireev, S Liu, H Jin, T Patrick Xiao, CH Bennett, D Akinwande, ... Nature Communications 13 (1), 4386, 2022 | 55 | 2022 |
Graded-anisotropy-induced magnetic domain wall drift for an artificial spintronic leaky integrate-and-fire neuron WH Brigner, X Hu, N Hassan, CH Bennett, JAC Incorvia, ... IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019 | 51 | 2019 |
Domain wall-magnetic tunnel junction spin–orbit torque devices and circuits for in-memory computing M Alamdar, T Leonard, C Cui, BP Rimal, L Xue, OG Akinola, ... Applied Physics Letters 118 (11), 2021 | 49 | 2021 |
A domain wall-magnetic tunnel junction artificial synapse with notched geometry for accurate and efficient training of deep neural networks S Liu, TP Xiao, C Cui, JAC Incorvia, CH Bennett, MJ Marinella Applied Physics Letters 118 (20), 2021 | 47 | 2021 |
Shape‐dependent multi‐weight magnetic artificial synapses for neuromorphic computing T Leonard, S Liu, M Alamdar, H Jin, C Cui, OG Akinola, L Xue, TP Xiao, ... Advanced Electronic Materials 8 (12), 2200563, 2022 | 46 | 2022 |
In situ Parallel Training of Analog Neural Network Using Electrochemical Random-Access Memory Y Li, TP Xiao, CH Bennett, E Isele, A Melianas, H Tao, MJ Marinella, ... Frontiers in Neuroscience 15, 636127, 2021 | 39 | 2021 |
Redox transistors for neuromorphic computing EJ Fuller, Y Li, C Bennet, ST Keene, A Melianas, S Agarwal, MJ Marinella, ... IBM Journal of Research and Development 63 (6), 9: 1-9: 9, 2019 | 39 | 2019 |
Three-terminal magnetic tunnel junction synapse circuits showing spike-timing-dependent plasticity O Akinola, X Hu, CH Bennett, M Marinella, JS Friedman, JAC Incorvia Journal of Physics D: Applied Physics 52 (49), 49LT01, 2019 | 37 | 2019 |
Maximized lateral inhibition in paired magnetic domain wall racetracks for neuromorphic computing C Cui, OG Akinola, N Hassan, CH Bennett, MJ Marinella, JS Friedman, ... Nanotechnology 31 (29), 294001, 2020 | 35 | 2020 |
On the accuracy of analog neural network inference accelerators TP Xiao, B Feinberg, CH Bennett, V Prabhakar, P Saxena, V Agrawal, ... IEEE Circuits and Systems Magazine 22 (4), 26-48, 2022 | 30 | 2022 |
Energy and performance benchmarking of a domain wall-magnetic tunnel junction multibit adder TP Xiao, CH Bennett, X Hu, B Feinberg, R Jacobs-Gedrim, S Agarwal, ... IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019 | 29 | 2019 |
Spatio-temporal learning with arrays of analog nanosynapses CH Bennett, D Querlioz, JO Klein 2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2017 | 23 | 2017 |
Irradiation effects on perpendicular anisotropy spin–orbit torque magnetic tunnel junctions M Alamdar, LJ Chang, K Jarvis, P Kotula, C Cui, R Gearba-Dolocan, Y Liu, ... IEEE Transactions on Nuclear Science 68 (5), 665-670, 2021 | 20 | 2021 |
Bayesian Neural Networks Using Magnetic Tunnel Junction-Based Probabilistic In-Memory Computing S Liu, TP Xiao, J Kwon, BJ Debusschere, S Agarwal, JAC Incorvia, ... Frontiers in Nanotechnology 43 (Sec. Computational Nanotechnology), 2022 | 19 | 2022 |