Capturing the continuous complexity of behaviour in Caenorhabditis elegans T Ahamed, AC Costa, GJ Stephens Nature Physics 17 (2), 275-283, 2021 | 76* | 2021 |
Adaptive, locally linear models of complex dynamics AC Costa, T Ahamed, GJ Stephens Proceedings of the National Academy of Sciences 116 (5), 1501-1510, 2019 | 75 | 2019 |
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans L Hebert, T Ahamed, AC Costa, L O’shaughnessy, GJ Stephens PLoS computational biology 17 (4), e1008914, 2021 | 44 | 2021 |
Modelling the ballistic-to-diffusive transition in nematode motility reveals variation in exploratory behaviour across species SJ Helms, WM Rozemuller, AC Costa, L Avery, GJ Stephens, TS Shimizu Journal of The Royal Society Interface 16 (157), 20190174, 2019 | 13 | 2019 |
Maximally predictive states: From partial observations to long timescales AC Costa, T Ahamed, D Jordan, GJ Stephens Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2), 2023 | 10 | 2023 |
Maximally predictive ensemble dynamics from data AC Costa, T Ahamed, D Jordan, GJ Stephens bioRxiv, 2021.05. 26.445816, 2021 | 8 | 2021 |
Entropy for time series forecasting J Costa, A Costa, K Kenda, JP Costa Proceedings of the Slovenian KDD Conference, 2021 | 3 | 2021 |
A Markovian dynamics for C. elegans behavior across scales AC Costa, T Ahamed, D Jordan, GJ Stephens bioRxiv, 2023.10. 19.563098, 2023 | 2 | 2023 |
Emergent complexity in slowly driven stochastic processes. AC Costa, M Vergassola Biorxiv: the Preprint Server for Biology, 2023 | 1 | 2023 |
Fluctuating landscapes and heavy tails in animal behavior AC Costa, M Vergassola ArXiv, 2023 | 1 | 2023 |
Fluctuating Landscapes and Heavy Tails in Animal Behavior AC Costa, G Sridhar, C Wyart, M Vergassola P R X Life 2, 023001, 2024 | | 2024 |
Adaptation, fluctuating landscapes and heavy-tails in animal behavior AC Costa, M Vergassola Bulletin of the American Physical Society, 2024 | | 2024 |
Uncovering principles of long timescale sensory evoked navigation in larval zebrafish G Sridhar, AC Costa, M Vergassola, C Wyart Bulletin of the American Physical Society, 2024 | | 2024 |
Statistics of C. elegans turning behavior reveals optimality under biasing constraints W Mathijs Rozemuller, S Werner, AC Costa, L O'Shaughnessy, ... arXiv e-prints, arXiv: 2311.00616, 2023 | | 2023 |
Statistics of C. elegans turning behavior reveals optimality under biasing constraints WM Rozemuller, S Werner, AC Costa, L O'Shaughnessy, GJ Stephens, ... arXiv preprint arXiv:2311.00616, 2023 | | 2023 |
A Markovian dynamics forC. elegansbehavior across scales AC Costa, T Ahamed, D Jordan, GJ Stephens | | 2023 |
Emergence of long time scales in a fluctuating landscape picture of animal behavior AC Costa, M Vergassola APS March Meeting Abstracts 2023, B08. 013, 2023 | | 2023 |
Data-driven discovery of long timescale behavioral strategies during sensory evoked locomotion G Sridhar, AC Costa, M Vergassola, C Wyart APS March Meeting Abstracts 2023, B08. 014, 2023 | | 2023 |
DBIO Dissertation Award (2021): Physics of Behavior Across Scales AC Costa APS March Meeting Abstracts 2022, T14. 003, 2022 | | 2022 |
Bridging time scales in C. elegans behavior AC Costa, T Ahamed, D Jordan, G Stephens APS March Meeting Abstracts 2021, P14. 004, 2021 | | 2021 |