Adrien Jouary

Megabouts is a software package for zebrafish locomotion analysis that uses a Transformer neural network to classify behaviors flexibly across tracking methods and frame rates.

The paper provides a computational toolbox and tutorial for analyzing neuronal population dynamics in calcium imaging data, demonstrating its versatility across datasets.

The paper introduces a method to automatically classify tail movement bouts in zebrafish larvae into five categories with 82% accuracy.