| 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 -Dimensional Generalized Kuramoto Model: Odd is Different S Chandra, M Girvan, E Ott Physical Review X 9 (1), 011002, 2019 | 101 | 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 |
| 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 |
| 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 | 16 | 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 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 | 7 | 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 |
| 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 |
Edward OttUniversity of MarylandVerified email at umd.edu