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Matthew J Marinella
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A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing
Y Van De Burgt, E Lubberman, EJ Fuller, ST Keene, GC Faria, S Agarwal, ...
Nature materials 16 (4), 414-418, 2017
19492017
Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing
EJ Fuller, ST Keene, A Melianas, Z Wang, S Agarwal, Y Li, Y Tuchman, ...
Science 364 (6440), 570-574, 2019
7952019
Li-ion synaptic transistor for low power analog computing
EJ Fuller, FE Gabaly, F Léonard, S Agarwal, SJ Plimpton, ...
Advanced Materials 29 (SAND-2017-0895J), 2016
6642016
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
3952016
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
2572020
Resistive memory device requirements for a neural algorithm accelerator
S Agarwal, SJ Plimpton, DR Hughart, AH Hsia, I Richter, JA Cox, ...
2016 International Joint Conference on Neural Networks (IJCNN), 929-938, 2016
2422016
Multiscale co-design analysis of energy, latency, area, and accuracy of a ReRAM analog neural training accelerator
MJ Marinella, S Agarwal, A Hsia, I Richter, R Jacobs-Gedrim, J Niroula, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2018
2282018
A historical survey of algorithms and hardware architectures for neural-inspired and neuromorphic computing applications
CD James, JB Aimone, NE Miner, CM Vineyard, FH Rothganger, ...
Biologically Inspired Cognitive Architectures 19, 49-64, 2017
1762017
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
1522020
Energy scaling advantages of resistive memory crossbar based computation and its application to sparse coding
S Agarwal, TT Quach, O Parekh, AH Hsia, EP DeBenedictis, CD James, ...
Frontiers in neuroscience 9, 484, 2016
1362016
Panther: A programmable architecture for neural network training harnessing energy-efficient reram
A Ankit, I El Hajj, SR Chalamalasetti, S Agarwal, M Marinella, M Foltin, ...
IEEE Transactions on Computers 69 (8), 1128-1142, 2020
1282020
Reconfigurable memristive device technologies
AH Edwards, HJ Barnaby, KA Campbell, MN Kozicki, W Liu, MJ Marinella
Proceedings of the IEEE 103 (7), 1004-1033, 2015
1212015
A physical model of switching dynamics in tantalum oxide memristive devices
PR Mickel, AJ Lohn, B Joon Choi, J Joshua Yang, MX Zhang, ...
Applied Physics Letters 102 (22), 2013
1062013
Initial Assessment of the Effects of Radiation on the Electrical Characteristics of Memristive Memories
MJ Marinella, SM Dalton, PR Mickel, PED Dodd, MR Shaneyfelt, ...
IEEE Transactions on Nuclear Science 59 (6), 2987-2994, 2013
962013
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, 2023
812023
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
812021
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
772022
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
742019
Achieving ideal accuracies in analog neuromorphic computing using periodic carry
S Agarwal, RBJ Gedrim, AH Hsia, DR Hughart, EJ Fuller, AA Talin, ...
2017 Symposium on VLSI Technology, T174-T175, 2017
732017
Isothermal switching and detailed filament evolution in memristive systems.
PR Mickel, AJ Lohn, CD James, MJ Marinella
Advanced materials (Deerfield Beach, Fla.) 26 (26), 4486-4490, 2014
702014
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