Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model J Pathak, A Wikner, R Fussell, S Chandra, BR Hunt, M Girvan, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (4), 041101, 2018 | 317 | 2018 |
Continuous versus Discontinuous Transitions in the -Dimensional Generalized Kuramoto Model: Odd is Different S Chandra, M Girvan, E Ott Physical Review X 9 (1), 011002, 2019 | 91 | 2019 |
Modeling the network dynamics of pulse-coupled neurons S Chandra, D Hathcock, K Crain, TM Antonsen, M Girvan, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (3), 033102, 2017 | 44 | 2017 |
Complexity reduction ansatz for systems of interacting orientable agents: Beyond the Kuramoto model S Chandra, M Girvan, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (5), 053107, 2019 | 34 | 2019 |
Content addressable memory without catastrophic forgetting by heteroassociation with a fixed scaffold S Sharma, S Chandra, I Fiete International Conference on Machine Learning, 19658-19682, 2022 | 20 | 2022 |
Observing microscopic transitions from macroscopic bursts: Instability-mediated resetting in the incoherent regime of the -dimensional generalized Kuramoto model S Chandra, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (3), 033124, 2019 | 17 | 2019 |
Network inference from short, noisy, low time-resolution, partial measurements: Application to C. elegans neuronal calcium dynamics A Banerjee, S Chandra, E Ott Proceedings of the National Academy of Sciences 120 (12), e2216030120, 2023 | 12 | 2023 |
Winning the Lottery With Neural Connectivity Constraints: Faster Learning Across Cognitive Tasks With Spatially Constrained Sparse RNNs M Khona, S Chandra, JJ Ma, IR Fiete Neural Computation, 1-20, 2023 | 7* | 2023 |
From smooth cortical gradients to discrete modules: spontaneous and topologically robust emergence of modularity in grid cells M Khona, S Chandra, IR Fiete bioRxiv, 2021.10. 28.466284, 2022 | 7 | 2022 |
High-capacity flexible hippocampal associative and episodic memory enabled by prestructured''spatial''representations S Chandra, S Sharma, R Chaudhuri, I Fiete bioRxiv, 2023.11. 28.568960, 2023 | 6 | 2023 |
Critical network cascades with re-excitable nodes: Why treelike approximations usually work, when they break down, and how to correct them S Chandra, E Ott, M Girvan Physical Review E 101 (6), 062304, 2020 | 6 | 2020 |
Time-resolved spectral analysis of prompt emission from long gamma-ray bursts with GeV emission AR Rao, R Basak, J Bhattacharya, S Chandra, N Maheshwari, ... Research in Astronomy and Astrophysics 14 (1), 35, 2014 | 5 | 2014 |
Propofol anesthesia destabilizes neural dynamics across cortex AJ Eisen, L Kozachkov, AM Bastos, JA Donoghue, MK Mahnke, ... bioRxiv, 2023.11. 24.568595, 2023 | 3 | 2023 |
Spontaneous emergence of topologically robust grid cell modules: A multiscale instability theory M Khona, S Chandra, I Fiete bioRxiv, 2021 | 3 | 2021 |
A finite-time exponent for random Ehrenfest gas S Moudgalya, S Chandra, SR Jain Annals of Physics 361, 82-90, 2015 | 3 | 2015 |
Inference of C. elegans neural network structure from calcium flurescence time series data with reservoir computing A Banerjee, S Chandra, E Ott Bulletin of the American Physical Society, 2022 | 2 | 2022 |
Self-organized emergence of modularity, hierarchy, and mirror reversals from competitive synaptic growth in a developmental model of the visual pathway S Chandra, M Khona, T Konkle, I Fiete bioRxiv, 2024.01. 07.574543, 2024 | 1 | 2024 |
Emergence of robust global modules from local interactions and smooth gradients I Fiete, M Khona, S Chandra | 1 | 2023 |
Experimental Realization of Reservoir Computing with Wave Chaotic Systems S Ma, T Antonsen, E Ott, S Chandra, S Anlage Bulletin of the American Physical Society 65, 2020 | 1* | 2020 |
Bridging Associative Memory and Probabilistic Modeling R Schaeffer, N Zahedi, M Khona, D Pai, S Truong, Y Du, M Ostrow, ... arXiv preprint arXiv:2402.10202, 2024 | | 2024 |