Modeling behaviorally relevant neural dynamics enabled by preferential subspace identification OG Sani, H Abbaspourazad, YT Wong, B Pesaran, MM Shanechi Nature Neuroscience 24 (1), 140-149, 2021 | 101 | 2021 |
Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior H Abbaspourazad, M Choudhury, YT Wong, B Pesaran, MM Shanechi Nature communications 12 (1), 607, 2021 | 44 | 2021 |
A multiscale dynamical modeling and identification framework for spike-field activity H Abbaspourazad, HL Hsieh, MM Shanechi IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (6 …, 2019 | 27 | 2019 |
An unsupervised learning algorithm for multiscale neural activity H Abbaspourazad, MM Shanechi 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 7 | 2017 |
Dynamical flexible inference of nonlinear latent structures in neural population activity H Abbaspourazad, E Erturk, B Pesaran, MM Shanechi bioRxiv, 2023.03. 13.532479, 2023 | 3 | 2023 |
Identifying multiscale hidden states to decode behavior H Abbaspourazad, Y Wong, B Pesaran, MM Shanechi 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 3 | 2018 |
Large-scale Training of Foundation Models for Wearable Biosignals S Abbaspourazad, O Elachqar, AC Miller, S Emrani, U Nallasamy, ... arXiv preprint arXiv:2312.05409, 2023 | 1 | 2023 |
Dynamical flexible inference of nonlinear latent factors and structures in neural population activity H Abbaspourazad, E Erturk, B Pesaran, MM Shanechi Nature Biomedical Engineering 8 (1), 85-108, 2024 | | 2024 |
Multiscale modeling of dependencies between spikes and fields H Abbaspourazad, HL Hsieh, MM Shanechi 2017 51st Asilomar Conference on Signals, Systems, and Computers, 719-723, 2017 | | 2017 |