Publications

2021

Antonio C. Costa, Tosif Ahamed, David Jordan, Greg J. Stephens. Maximally Predictive Ensemble Dynamics from Data arXiv Github repo: https://github.com/AntonioCCosta/predictive_ensemble_dynamics/

2020

Tosif Ahamed, Antonio C. Costa, Greg J. Stephens. Capturing the Continuous Complexity of Behavior in C. elegans Nature Physics (see also News & Views article)

Laetitia Hebert, Tosif Ahamed, Antonio C. Costa, Liam O’Shaughnessy, Greg J. Stephens. WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans PLoS Comput Biol

2019

Stephen J. Helms, W. Mathijs Rozemuller, Antonio C. Costa, Leon Avery, Greg J. Stephens, Thomas S. Shimizu. Modelling the ballistic-to-diffusive transition in nematode motility reveals variation in exploratory behaviour across species J. R. Soc. Interface

Antonio C. Costa, Tosif Ahamed, Greg J. Stephens. Adaptive locally-linear models of complex dynamics PNAS Github repo: https://github.com/AntonioCCosta/local-linear-segmentation