A large-scale neural network training framework for generalized estimation of single-trial population dynamics MR Keshtkaran*, AR Sedler*, RH Chowdhury, R Tandon, D Basrai, ... Nature Methods 19 (12), 1572-1577, 2022 | 66 | 2022 |
Stabilizing brain-computer interfaces through alignment of latent dynamics BM Karpowicz, YH Ali, LN Wimalasena, AR Sedler, MR Keshtkaran, ... BioRxiv, 2022.04. 06.487388, 2022 | 27 | 2022 |
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time F Zhu*, AR Sedler*, HA Grier, N Ahad, M Davenport, M Kaufman, ... Advances in Neural Information Processing Systems 34, 2331-2345, 2021 | 14 | 2021 |
SemNet: Using local features to navigate the biomedical concept graph AR Sedler, CS Mitchell Frontiers in Bioengineering and Biotechnology 7, 156, 2019 | 13 | 2019 |
Expressive architectures enhance interpretability of dynamics-based neural population models AR Sedler, C Versteeg, C Pandarinath Neurons, Behavior, Data analysis, and Theory, 2023 | 8 | 2023 |
Expressive dynamics models with nonlinear injective readouts enable reliable recovery of latent features from neural activity C Versteeg, AR Sedler, JD McCart, C Pandarinath ArXiv, 2023 | 2 | 2023 |
lfads-torch: A modular and extensible implementation of latent factor analysis via dynamical systems AR Sedler, C Pandarinath arXiv preprint arXiv:2309.01230, 2023 | 2 | 2023 |
High-performance neural population dynamics modeling enabled by scalable computational infrastructure AN Patel*, AR Sedler*, J Huang, C Pandarinath, V Gilja Journal of Open Source Software 8 (83), 5023, 2023 | 1 | 2023 |
Systems and Methods for Nonlinear Latent Spatiotemporal Representation Alignment Decoding for Brain-Computer Interfaces C Pandarinath, M Keshtkaran, YH Ali, LN Wimalasena, AR Sedler, ... US Patent App. 17/512,339, 2022 | | 2022 |
Population responses of mouse visual areas to dynamic stimuli S Arora, S O’Connell, A Sedler, E Shappell | | |