Cross-species behavior analysis with attention-based domain-adversarial deep neural networks

Abstract

Comparing changes in behaviour across various species is not always trivial, especial across significantly divergent species. Here, the authors develop a deep learning framework that allows them to map changes in locomotion demonstrated on dopamine-deficient humans, mice and worms.