Youn Jae Kang, Antonio Carlos Costa, Ryan Greenway, Priyanka Shrestha, Assaf Pertzelan, André EX Brown, Siyu Serena Ding. Evidence for natural selection shaping the evolution of collective behavior among global Caenorhabditis elegans populations bioRxiv
Marco Romanato*, Antonio Carlos Costa*, Anthony Jannou, Anqi Zhou, Saossen Cherif, Elodie Hainque, David Maltete, Stephane Derrey, Mathieu Yeche, Carine Karachi, Claire Wyart, Brian Lau, Marie-Laure Welter. Body-segment coordination as a new predictor of freezing of gait in people with Parkinson’s disease bioRxiv
Antonio C. Costa#, Tosif Ahamed, David Jordan, Greg J. Stephens. A Markovian dynamics for C.elegans behavior across scales PNAS Github repo: https://github.com/AntonioCCosta/markov_worm
Gautam Sridhar, Massimo Vergassola, João Marques, Michael Orger, Antonio C. Costa#, Claire Wyart#. Uncovering multiscale structure in the variability of larval zebrafish navigation PNAS Github repo: https://github.com/GautamSridhar/Markov_Fish
Antonio C. Costa#,Gautam Sridhar, Claire Wyart, Massimo Vergassola. Fluctuating landscapes and heavy tails in animal behavior PRX Life Github repo: https://github.com/AntonioCCosta/fluctuating_potential
W. Mathijs Rozemuller, Steffen Werner, Antonio C. Costa, Liam O’Shaughnessy, Greg J. Stephens, Thomas S. Shimizu. Statistics of C. elegans turning behavior reveals optimality under biasing constraints eLife
Antonio C. Costa#, Tosif Ahamed, David Jordan, Greg J. Stephens. Maximally predictive states: From partial observations to long timescales Chaos Github repo: https://github.com/AntonioCCosta/maximally_predictive_states
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 Python package docs: https://iteal.github.io/wormpose/
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
