Walt Woods

According to our database, Walt Woods authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Criticality and Safety Margins for Reinforcement Learning.

Alexander Grushin, Walt Woods, Alvaro Velasquez, Simon Khan

CoRR, 2024

Combining AI Control Systems and Human Decision Support via Robustness and Criticality.

Walt Woods, Alexander Grushin, Simon Khan, Alvaro Velasquez

CoRR, 2024

2023

Safety Margins for Reinforcement Learning.

Alexander Grushin, Walt Woods, Alvaro Velasquez, Simon Khan

CoRR, 2023

Corpus-wide Analysis of Parser Behaviors via a Format Analysis Workbench.

Pottayil Harisanker Menon, Walt Woods

Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023

2022

Anomaly Detection with Neural Parsers That Never Reject.

Alexander Grushin, Walt Woods

Proceedings of the 43rd IEEE Security and Privacy, 2022

LAGOON: An Analysis Tool for Open Source Communities.

Sourya Dey, Walt Woods

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

2021

Extracting Grammars from a Neural Network Parser for Anomaly Detection in Unknown Formats.

Alexander Grushin, Walt Woods

CoRR, 2021

Spoken Digit Classification by In-Materio Reservoir Computing with Neuromorphic Atomic Switch Networks.

Sam Lilak, Walt Woods, Kelsey Scharnhorst, Christopher Dunham, Christof Teuscher, Adam Z. Stieg, James K. Gimzewski

CoRR, 2021

RL-GRIT: Reinforcement Learning for Grammar Inference.

Walt Woods

Proceedings of the IEEE Security and Privacy Workshops, 2021

2020

Research Report: ICARUS: Understanding De Facto Formats by Way of Feathers and Wax.

Sam Cowger, Yerim Lee, Nichole Schimanski, Mark Tullsen, Walter Woods, Richard Jones, E. W. Davis, William Harris, Trent Brunson, Carson Harmon, Bradford Larsen, Evan Sultanik

Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020

Impact of Memristor Defects in a Neuromorphic Radionuclide Identification System.

Jorge I. Canales-Verdial, Walt Woods, Christof Teuscher, Marek Osinski, Payman Zarkesh-Ha

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Fast and Accurate Sparse Coding of Visual Stimuli With a Simple, Ultralow-Energy Spiking Architecture.

Walt Woods, Christof Teuscher

IEEE Trans. Neural Networks Learn. Syst., 2019

Adversarial explanations for understanding image classification decisions and improved neural network robustness.

Walt Woods, Jack Chen, Christof Teuscher

Nat. Mach. Intell., 2019

Reliable Classification Explanations via Adversarial Attacks on Robust Networks.

Walt Woods, Jack Chen, Christof Teuscher

CoRR, 2019

2017

Fast and Accurate Sparse Coding of Visual Stimuli with a Simple, Ultra-Low-Energy Spiking Architecture.

Walt Woods, Christof Teuscher

CoRR, 2017

Approximate vector matrix multiplication implementations for neuromorphic applications using memristive crossbars.

Walt Woods, Christof Teuscher

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

Non-temporal logic performance of an atomic switch network.

Kelsey Scharnhorst, Walt Woods, Christof Teuscher, Adam Z. Stieg, James K. Gimzewski

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

2016

Approximate in-memory Hamming distance calculation with a memristive associative memory.

Mohammad Mahmoud A. Taha, Walt Woods, Christof Teuscher

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

2015

Memristor panic - A survey of different device models in crossbar architectures.

Walt Woods, Mohammad Mahmoud A. Taha, S. J. Dat Tran, Jens Bürger, Christof Teuscher

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

2014

On the influence of synaptic weight states in a locally competitive algorithm for memristive hardware.

Walt Woods, Jens Bürger, Christof Teuscher

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2014