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researcher

Walt Woods

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author1
  • middle author1
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.ET1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedSpoken Digit Classification by In-Materio Reservoir Computing with Neuromorphic Atomic Switch Networks

2 citations · 2 across the 2 of their papers we have counts for

collaborators

4 papers

cs.SI2022

LAGOON: An Analysis Tool for Open Source Communities

Sourya Dey, Walt Woods

This paper presents LAGOON -- an open source platform for understanding the complex ecosystems of Open Source Software (OSS) communities. The platform currently utilizes spatiotemp…

cs.LG2021

RL-GRIT: Reinforcement Learning for Grammar Inference

Walt Woods

When working to understand usage of a data format, examples of the data format are often more representative than the format's specification. For example, two different application…

cs.ET2021★ 2 cited

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

Sam Lilak, Walt Woods, Kelsey Scharnhorst +4

Atomic Switch Networks (ASN) comprising silver iodide (AgI) junctions, a material previously unexplored as functional memristive elements within highly-interconnected nanowire netw…

cs.LG2019

Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness

Walt Woods, Jack Chen, Christof Teuscher

For sensitive problems, such as medical imaging or fraud detection, Neural Network (NN) adoption has been slow due to concerns about their reliability, leading to a number of algor…

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