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), 2018
354 2018 Continuous versus Discontinuous Transitions in the S Chandra, M Girvan, E Ott
Physical Review X 9 (1), 011002, 2019
100 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), 2017
49 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
36 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
25 2022 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
18 2023 Observing microscopic transitions from macroscopic bursts: Instability-mediated resetting in the incoherent regime of the D-dimensional generalized Kuramoto model S Chandra, E Ott
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (3), 2019
18 2019 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 35 (11), 1850-1869, 2023
9 * 2023 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
9 2023 Propofol anesthesia destabilizes neural dynamics across cortex AJ Eisen, L Kozachkov, AM Bastos, JA Donoghue, MK Mahnke, ...
Neuron 112 (16), 2799-2813. e9, 2024
8 2024 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 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 Spontaneous emergence of topologically robust grid cell modules: A multiscale instability theory M Khona, S Chandra, I Fiete
bioRxiv, 2021
3 2021 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
3 * 2020 A finite-time exponent for random Ehrenfest gas S Moudgalya, S Chandra, SR Jain
Annals of Physics 361, 82-90, 2015
3 2015 Position: Maximizing Neural Regression Scores May Not Identify Good Models of the Brain R Schaeffer, M Khona, S Chandra, M Ostrow, B Miranda, S Koyejo
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 2024
2 2024 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 Episodic and associative memory from spatial scaffolds in the hippocampus S Chandra, S Sharma, R Chaudhuri, I Fiete
Nature, 1-13, 2025
1 2025 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 
Edward OttUniversity of MarylandEmail yang diverifikasi di umd.edu