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William T. Redman
William T. Redman
Senior Research Scientist, Johns Hopkins Applied Physics Lab
Bestätigte E-Mail-Adresse bei ucsb.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Optimizing neural networks via Koopman operator theory
AS Dogra*, WT Redman*
Advances in Neural Information Processing Systems (NeurIPS), 2020
662020
A manifold neural population code for space in hippocampal coactivity dynamics independent of place fields
ERJ Levy, S Carrillo-Segura, EH Park, WT Redman, JR Hurtado, ...
Cell reports 42 (10), 2023
24*2023
An Operator Theoretic View On Pruning Deep Neural Networks
WT Redman, M Fonoberova, R Mohr, Y Kevrekidis, I Mezic
International Conference on Learning Representations, 2021
152021
Long-term transverse imaging of the hippocampus with glass microperiscopes
WT Redman, NS Wolcott, L Montelisciani, G Luna, TD Marks, KK Sit, ...
Elife 11, e75391, 2022
122022
Algorithmic (semi-) conjugacy via koopman operator theory
WT Redman, M Fonoberova, R Mohr, IG Kevrekidis, I Mezić
2022 IEEE 61st Conference on Decision and Control (CDC), 6006-6011, 2022
102022
Renormalization group as a Koopman operator
WT Redman
Physical Review E 101 (6), 060104, 2020
72020
Universality of Winning Tickets: A Renormalization Group Perspective
WT Redman, T Chen, Z Wang, AS Dogra
International Conference in Machine Learning, 2022
6*2022
On koopman mode decomposition and tensor component analysis
WT Redman
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (5), 2021
62021
Identifying Equivalent Training Dynamics
WT Redman, J Bello-Rivas, M Fonoberova, R Mohr, Y Kevrekidis, I Mezić
Advances in Neural Information Processing Systems (NeurIPS) (spotlight), 2024
5*2024
Local error quantification for efficient neural network dynamical system solvers
AS Dogra, WT Redman
arXiv preprint arXiv:2008.12190, 2020
4*2020
Robust variability of grid cell properties within individual grid modules enhances encoding of local space
WT Redman*, S Acosta-Mendoza*, XX Wei, MJ Goard
bioRxiv, 2024.02. 27.582373, 2024
22024
An O (n) method of calculating Kendall correlations of spike trains
WT Redman
PLOS One 14 (2), e0212190, 2019
22019
Koopman learning with episodic memory
WT Redman, D Huang, M Fonoberova, I Mezić
Chaos: An Interdisciplinary Journal of Nonlinear Science 35 (1), 2025
12025
On How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks
WT Redman, Z Wang, A Ingrosso, S Goldt
arXiv preprint arXiv:2412.06545, 2024
2024
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
F Acosta, F Dinc, WT Redman, M Madhav, D Klindt, N Miolane
Advances in Neural Information Processing Systems (NeurIPS), 2024
2024
Not so griddy: Internal representations of RNNs path integrating more than one agent
WT Redman, F Acosta, S Acosta-Mendoza, N Miolane
Advances in Neural Information Processing Systems (NeurIPS), 2024
2024
The estrous cycle modulates hippocampal spine dynamics, dendritic processing, and spatial coding
NS Wolcott, WT Redman, M Karpinska, EG Jacobs, MJ Goard
bioRxiv, 2024
2024
Learning Linear Embeddings for Non-Linear Network Dynamics with Koopman Message Passing
KF Yeh, P Flood, W Redman, P Liò
arXiv preprint arXiv:2305.09060, 2023
2023
Experimental and Computational Interrogation of the Hippocampal Formation
WT Redman
University of California, Santa Barbara, 2023
2023
How much does a tokamak reactor cost?
J Freidberg, A Cerfon, S Ballinger, J Barber, A Dogra, W McCarthy, ...
APS Division of Plasma Physics Meeting Abstracts 2017, BP11. 109, 2017
2017
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