Neural networks with optimized single-neuron adaptation uncover biologically plausible regularization V Geadah, S Horoi, G Kerg, G Wolf, G Lajoie PLOS Computational Biology 20 (12), e1012567, 2024 | 9* | 2024 |
Sparse-coding variational autoencoders V Geadah, G Barello, D Greenidge, AS Charles, JW Pillow Neural Computation 36 (12), 2571–2601, 2024 | 7 | 2024 |
Low-dimensional dynamics of encoding and learning in recurrent neural networks S Horoi, V Geadah, G Wolf, G Lajoie Advances in Artificial Intelligence: 33rd Canadian Conference on Artificial …, 2020 | 6 | 2020 |
Parsing neural dynamics with infinite recurrent switching linear dynamical systems V Geadah, IB Laboratory, JW Pillow The Twelfth International Conference on Learning Representations, 2024 | 3* | 2024 |
Comparing noisy neural population dynamics using optimal transport distances A Nejatbakhsh, V Geadah, AH Williams, D Lipshutz arXiv preprint arXiv:2412.14421, 2024 | 1 | 2024 |
Modeling Complex Animal Behavior with Latent State Inverse Reinforcement Learning A Jha, V Geadah, JW Pillow bioRxiv, 2024.11. 13.623515, 2024 | | 2024 |
Inferring System and Optimal Control Parameters of Closed-Loop Systems from Partial Observations V Geadah, J Arbelaiz, H Ritz, ND Daw, JD Cohen, JW Pillow | | |