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Sarthak Chandra
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Year
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
2952018
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
842019
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
422017
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
332019
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
182022
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
132019
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
102023
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
6*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
62022
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
52020
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
52014
Propofol anesthesia destabilizes neural dynamics across cortex
AJ Eisen, L Kozachkov, AM Bastos, JA Donoghue, MK Mahnke, ...
bioRxiv, 2023.11. 24.568595, 2023
32023
Spontaneous emergence of topologically robust grid cell modules: A multiscale instability theory
M Khona, S Chandra, I Fiete
bioRxiv, 2021
32021
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
22023
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
22022
A finite-time exponent for random Ehrenfest gas
S Moudgalya, S Chandra, SR Jain
Annals of Physics 361, 82-90, 2015
22015
Emergence of robust global modules from local interactions and smooth gradients
I Fiete, M Khona, S Chandra
12023
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
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
2024
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Articles 1–20