John Paul Strachan
John Paul Strachan
Director, Peter Grünberg Institute for Neuromorphic Compute Nodes; Professor RWTH Aachen
Zweryfikowany adres z fz-juelich.de
Tytuł
Cytowane przez
Cytowane przez
Rok
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
11862017
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
11572016
The future of electronics based on memristive systems
MA Zidan, JP Strachan, WD Lu
Nature electronics 1 (1), 22-29, 2018
7752018
Sub-nanosecond switching of a tantalum oxide memristor
AC Torrezan, JP Strachan, G Medeiros-Ribeiro, RS Williams
Nanotechnology 22 (48), 485203, 2011
6502011
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
6302010
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
5582018
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
4902018
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
4882016
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
4382011
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
4132018
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
3692018
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
3492010
Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing
S Kumar, JP Strachan, RS Williams
Nature 548 (7667), 318-321, 2017
2882017
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
2292006
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
2272012
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
1812016
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
1802019
Electrical Performance and Scalability of Pt Dispersed SiO2 Nanometallic Resistance Switch
BJ Choi, AC Torrezan, KJ Norris, F Miao, JP Strachan, MX Zhang, ...
Nano letters 13 (7), 3213-3217, 2013
1742013
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
1702019
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
1642017
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