| Optimizing neural networks via Koopman operator theory AS Dogra*, WT Redman* Advances in Neural Information Processing Systems (NeurIPS), 2020 | 56 | 2020 |
| 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 | 13* | 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 | 11 | 2021 |
| 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 | 9 | 2022 |
| On Koopman mode decomposition and tensor component analysis WT Redman Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (5), 2021 | 6 | 2021 |
| Renormalization group as a Koopman operator WT Redman Physical Review E 101 (6), 060104, 2020 | 6 | 2020 |
| 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 | 5 | 2022 |
| Universality of Winning Tickets: A Renormalization Group Perspective WT Redman, T Chen, Z Wang, AS Dogra International Conference in Machine Learning, 2022 | 4* | 2022 |
| Local error quantification for efficient neural network dynamical system solvers AS Dogra, WT Redman arXiv preprint arXiv:2008.12190, 2020 | 4* | 2020 |
| On equivalent optimization of machine learning methods WT Redman, JM Bello-Rivas, M Fonoberova, R Mohr, IG Kevrekidis, ... arXiv preprint arXiv:2302.09160, 2023 | 2 | 2023 |
| An O (n) method of calculating Kendall correlations of spike trains W Redman PLOS One 14 (2), e0212190, 2019 | 2 | 2019 |
| Koopman learning with episodic memory WT Redman, D Huang, M Fonoberova, I Mezić arXiv preprint arXiv:2311.12615, 2023 | 1 | 2023 |
| 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 | | 2024 |
| Sparsity Enhances Non-Gaussian Data Statistics During Local Receptive Field Formation WT Redman, Z Wang, A Ingrosso, S Goldt Conference on Parsimony and Learning (Recent Spotlight Track), 2023 | | 2023 |
| 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 |
| Discovering Sparse Subnetworks via Koopman Mode Decomposition W Redman, M Fonoberova, R Mohr, I Kevrekidis IEICE Proceedings Series 71 (B1L-B-03), 2022 | | 2022 |
| 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 |
| Can high fields save the tokamak? The challenge of steady-state operation for low cost compact reactors J Freidberg, A Dogra, W Redman, A Cerfon APS Division of Plasma Physics Meeting Abstracts 2016, BP10. 065, 2016 | | 2016 |
Akshunna S. DograPresident's PhD Scholar, Department of Mathematics, Imperial College London. Leader, Mathephysics.Verified email at mit.edu
