Walt Woods

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 18

Top Topics

Reinforcement Learning

Classification Decisions

Distance Calculation

Top Venues

Publications

Walt Woods, Alexander Grushin, Simon Khan, Alvaro Velasquez
Combining AI Control Systems and Human Decision Support via Robustness and Criticality. CoRR (2024)
Pottayil Harisanker Menon, Walt Woods
Corpus-wide Analysis of Parser Behaviors via a Format Analysis Workbench. SP Workshops (2023)
Alexander Grushin, Walt Woods, Alvaro Velasquez, Simon Khan
Safety Margins for Reinforcement Learning. CoRR (2023)
Sourya Dey, Walt Woods
LAGOON: An Analysis Tool for Open Source Communities. CoRR (2022)
Sourya Dey, Walt Woods
LAGOON: An Analysis Tool for Open Source Communities. MSR (2022)
Alexander Grushin, Walt Woods
Anomaly Detection with Neural Parsers That Never Reject. SP Workshops (2022)
Sam Lilak, Walt Woods, Kelsey Scharnhorst, Christopher Dunham, Christof Teuscher, Adam Z. Stieg, James K. Gimzewski
Spoken Digit Classification by In-Materio Reservoir Computing with Neuromorphic Atomic Switch Networks. CoRR (2021)
Walt Woods
RL-GRIT: Reinforcement Learning for Grammar Inference. SP Workshops (2021)
Walt Woods
RL-GRIT: Reinforcement Learning for Grammar Inference. CoRR (2021)
Alexander Grushin, Walt Woods
Extracting Grammars from a Neural Network Parser for Anomaly Detection in Unknown Formats. CoRR (2021)
Jorge I. Canales-Verdial, Walt Woods, Christof Teuscher, Marek Osinski, Payman Zarkesh-Ha
Impact of Memristor Defects in a Neuromorphic Radionuclide Identification System. ISCAS (2020)
Walt Woods, Christof Teuscher
Fast and Accurate Sparse Coding of Visual Stimuli With a Simple, Ultralow-Energy Spiking Architecture. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Walt Woods, Jack Chen, Christof Teuscher
Reliable Classification Explanations via Adversarial Attacks on Robust Networks. CoRR (2019)
Walt Woods, Jack Chen, Christof Teuscher
Adversarial explanations for understanding image classification decisions and improved neural network robustness. Nat. Mach. Intell. 1 (11) (2019)
Walt Woods, Christof Teuscher
Fast and Accurate Sparse Coding of Visual Stimuli with a Simple, Ultra-Low-Energy Spiking Architecture. CoRR (2017)
Walt Woods, Christof Teuscher
Approximate vector matrix multiplication implementations for neuromorphic applications using memristive crossbars. NANOARCH (2017)
Kelsey Scharnhorst, Walt Woods, Christof Teuscher, Adam Z. Stieg, James K. Gimzewski
Non-temporal logic performance of an atomic switch network. NANOARCH (2017)
Mohammad Mahmoud A. Taha, Walt Woods, Christof Teuscher
Approximate in-memory Hamming distance calculation with a memristive associative memory. NANOARCH (2016)
Walt Woods, Mohammad Mahmoud A. Taha, S. J. Dat Tran, Jens Bürger, Christof Teuscher
Memristor panic - A survey of different device models in crossbar architectures. NANOARCH (2015)
Walt Woods, Jens Bürger, Christof Teuscher
On the influence of synaptic weight states in a locally competitive algorithm for memristive hardware. NANOARCH (2014)