Daniel J. Saunders

Statistics

Publications

Citations

242

H-Index

Active since

2018

Affiliations

University of Massachusetts Amherst(Current)

Daniel J. Saunders is an author at University of Massachusetts Amherst specializing in machine learning, spiking neural networks, and computational neuroscience.

Publications per year

2018–2020

Publications

Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to Atari Breakout game

Devdhar Patel, Hananel Hazan, Daniel J. Saunders et al. · Neural Networks · 2019 · 97 citations

Life Sciences, Neuroscience, Computational Neuroscience +15

Unsupervised Learning with Self-Organizing Spiking Neural Networks

Hananel Hazan, Daniel J. Saunders, Darpan Sanghavi et al. · 2018 · 75 citations · Full text

Life Sciences, Neuroscience, Computational Neuroscience +12

Pulse shape discrimination and exploration of scintillation signals using convolutional neural networks

Jack Griffiths, Steven Kleinegesse, Daniel J. Saunders et al. · Machine Learning Science and Technology · 2020 · 44 citations · Full text

Computing, Computer Science, Physics +17

STDP Learning of Image Patches with Convolutional Spiking Neural Networks

Daniel J. Saunders, Hava T. Siegelmann, Róbert Kozma · 2018 · 13 citations · Full text

Computing, Computer Science, Computational Neuroscience +12

Generating Realistic Binarization Data with Generative Adversarial Networks

Chris Tensmeyer, Mike Brodie, Daniel J. Saunders et al. · 2019 · 13 citations

Computing, Computer Science, Computer Vision +11

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