Gated recurrent units viewed through the lens of continuous time dynamical systems ID Jordan, PA Sokół, IM Park Frontiers in computational neuroscience, 67, 2021 | 25 | 2021 |
Modulation of electrotonic coupling in the inferior olive by inhibitory and excitatory inputs: integration in the glomerulus JR De Gruijl, PA Sokół, M Negrello, CI De Zeeuw Neuron 81 (6), 1215-1217, 2014 | 13 | 2014 |
Modulation of electrotonic coupling in the inferior olive by inhibitory and excitatory inputs: integration in the glomerulus JR De Gruijl, PA Sokół, M Negrello, CI De Zeeuw Neuron 81 (6), 1215-1217, 2014 | 13 | 2014 |
Information geometry of orthogonal initializations and training PA Sokol, IM Park arXiv preprint arXiv:1810.03785, 2018 | 10 | 2018 |
On 1/n neural representation and robustness J Nassar, P Sokol, SY Chung, KD Harris, IM Park Advances in Neural Information Processing Systems 33, 6211-6222, 2020 | 7 | 2020 |
Adjoint dynamics of stable limit cycle neural networks PA Sokół, I Jordan, E Kadile, IM Park 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 884-887, 2019 | 1 | 2019 |
Gating Mechanisms Underlying Sequence-to-Sequence Working Memory ID Jordan, PA Sokol, IM Park | | 2021 |
Hida-Mat\'ern Kernel M Dowling, P Sokół, IM Park arXiv preprint arXiv:2107.07098, 2021 | | 2021 |
ISONETRY: GEOMETRY OF CRITICAL INITIALIZATIONS AND TRAINING PA Sokol, IM Park | | 2018 |
The Expressive Power of Gated Recurrent Units as a Continuous Dynamical System ID Jordan, PA Sokol, IM Park | | 2018 |