On the influence of synaptic weight states in a locally competitive algorithm for memristive hardware. - Walt Woods; Jens Bürger 002; Christof Teuscher (NANOARCH, 2014)

Memristor panic - A survey of different device models in crossbar architectures. - Walt Woods; Mohammad Mahmoud A. Taha; S. J. Dat Tran; Jens Bürger 002; Christof Teuscher (NANOARCH, 2015)

Approximate in-memory Hamming distance calculation with a memristive associative memory. - Mohammad Mahmoud A. Taha; Walt Woods; Christof Teuscher (NANOARCH, 2016)

Non-temporal logic performance of an atomic switch network. - Kelsey Scharnhorst; Walt Woods; Christof Teuscher; Adam Z. Stieg; James K. Gimzewski (NANOARCH, 2017)

Approximate vector matrix multiplication implementations for neuromorphic applications using memristive crossbars. - Walt Woods; Christof Teuscher (NANOARCH, 2017)

Fast and Accurate Sparse Coding of Visual Stimuli with a Simple, Ultra-Low-Energy Spiking Architecture. - Walt Woods; Christof Teuscher (CoRR, 2017)

Reliable Classification Explanations via Adversarial Attacks on Robust Networks. - Walt Woods; Jack Chen; Christof Teuscher (CoRR, 2019)

Adversarial explanations for understanding image classification decisions and improved neural network robustness. - Walt Woods; Jack Chen; Christof Teuscher (Nat. Mach. Intell., 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)

Impact of Memristor Defects in a Neuromorphic Radionuclide Identification System. - Jorge I. Canales-Verdial; Walt Woods; Christof Teuscher; Marek Osinski; Payman Zarkesh-Ha (ISCAS, 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 (SP (Workshops), 2020)

RL-GRIT: Reinforcement Learning for Grammar Inference. - Walt Woods (SP (Workshops), 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)

Extracting Grammars from a Neural Network Parser for Anomaly Detection in Unknown Formats. - Alexander Grushin; Walt Woods (CoRR, 2021)

LAGOON: An Analysis Tool for Open Source Communities. - Sourya Dey; Walt Woods (MSR, 2022)

Anomaly Detection with Neural Parsers That Never Reject. - Alexander Grushin; Walt Woods (SP (Workshops), 2022)

Corpus-wide Analysis of Parser Behaviors via a Format Analysis Workbench. - Pottayil Harisanker Menon; Walt Woods (SP (Workshops), 2023)

Safety Margins for Reinforcement Learning. - Alexander Grushin; Walt Woods; Alvaro Velasquez; Simon Khan (CoRR, 2023)

Combining AI Control Systems and Human Decision Support via Robustness and Criticality. - Walt Woods; Alexander Grushin; Simon Khan; Alvaro Velasquez (CoRR, 2024)

Criticality and Safety Margins for Reinforcement Learning. - Alexander Grushin; Walt Woods; Alvaro Velasquez; Simon Khan (CoRR, 2024)