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Walt Woods
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Spoken digit classification by in-materio reservoir computing with neuromorphic atomic switch networks
S Lilak, W Woods, K Scharnhorst, C Dunham, C Teuscher, AZ Stieg, ...
Frontiers in Nanotechnology 3, 675792, 2021
572021
Adversarial explanations for understanding image classification decisions and improved neural network robustness
W Woods, J Chen, C Teuscher
Nature Machine Intelligence 1 (11), 508-516, 2019
422019
Synaptic weight states in a locally competitive algorithm for neuromorphic memristive hardware
W Woods, J Bürger, C Teuscher
IEEE Transactions on Nanotechnology 14 (6), 945-953, 2015
252015
Memristor panic—A survey of different device models in crossbar architectures
W Woods, MMA Taha, SJD Tran, J Bürger, C Teuscher
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale …, 2015
212015
Fast and accurate sparse coding of visual stimuli with a simple, ultralow-energy spiking architecture
W Woods, C Teuscher
IEEE transactions on neural networks and learning systems 30 (7), 2173-2187, 2018
172018
Approximate vector matrix multiplication implementations for neuromorphic applications using memristive crossbars
W Woods, C Teuscher
2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2017
162017
Non-Temporal logic performance of an atomic switch network
K Scharnhorst, W Woods, C Teuscher, A Stieg, J Gimzewski
2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2017
102017
Icarus: Understanding de facto formats by way of feathers and wax
S Cowger, Y Lee, N Schimanski, M Tullsen, W Woods, R Jones, EW Davis, ...
2020 IEEE Security and Privacy Workshops (SPW), 327-334, 2020
72020
On the influence of synaptic weight states in a locally competitive algorithm for memristive hardware
W Woods, J Bürger, C Teuscher
Proceedings of the 2014 IEEE/ACM International Symposium on Nanoscale …, 2014
62014
Approximate in-memory Hamming distance calculation with a memristive associative memory
MMA Taha, W Woods, C Teuscher
2016 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2016
52016
Impact of memristor defects in a neuromorphic radionuclide identification system
JI Canales-Verdial, W Woods, C Teuscher, M Osinski, P Zarkesh-Ha
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
42020
Reliable classification explanations via adversarial attacks on robust networks
W Woods, J Chen, C Teuscher
arXiv preprint arXiv:1906.02896 3 (5), 2019
42019
LAGOON: an analysis tool for open source communities
S Dey, W Woods
Proceedings of the 19th International Conference on Mining Software …, 2022
32022
Application of a Simple, Spiking, Locally Competitive Algorithm to Radionuclide Identification
M Carson, W Woods, S Reynolds, M Wetzel, AJ Morton, AA Hecht, ...
IEEE Transactions on Nuclear Science 68 (3), 292-304, 2021
32021
Exploring and expanding the one-pixel attack
U Khan, W Woods, C Teuscher
32019
Anomaly Detection with Neural Parsers That Never Reject
A Grushin, W Woods
2022 IEEE Security and Privacy Workshops (SPW), LangSec, 2022
22022
RL-GRIT: Reinforcement learning for grammar inference
W Woods
2021 IEEE Security and Privacy Workshops (SPW), 171-183, 2021
22021
Safety Margins for Reinforcement Learning
A Grushin, W Woods, A Velasquez, S Khan
2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, CA, 2023
2023
Corpus-wide Analysis of Parser Behaviors via a Format Analysis Workbench
PH Menon, W Woods
2023 IEEE Security and Privacy Workshops (SPW), 209-218, 2023
2023
Extracting Grammars from a Neural Network Parser for Anomaly Detection in Unknown Formats.
A Grushin, W Woods
CoRR, 2021
2021
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