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John Paul Strachan
John Paul Strachan
Director, Peter Grünberg Institute for Neuromorphic Compute Nodes; Professor RWTH Aachen
Verified email at fz-juelich.de
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Cited by
Year
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
14212016
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
14152017
The future of electronics based on memristive systems
MA Zidan, JP Strachan, WD Lu
Nature electronics 1 (1), 22-29, 2018
10252018
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
7222018
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
7002018
Sub-nanosecond switching of a tantalum oxide memristor
AC Torrezan, JP Strachan, G Medeiros-Ribeiro, RS Williams
Nanotechnology 22 (48), 485203, 2011
6922011
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
6612010
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
6272018
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
5652016
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
4812018
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
4642011
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
3622010
Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing
S Kumar, JP Strachan, RS Williams
Nature 548 (7667), 318-321, 2017
3532017
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
2482019
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
2322012
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
2282019
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
2282006
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
2252016
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
1982017
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
1972019
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