PT - JOURNAL ARTICLE AU - Duncan S. Mearns AU - Julia L. Semmelhack AU - Joseph C. Donovan AU - Herwig Baier TI - Deconstructing hunting behavior reveals a tightly coupled stimulus-response loop AID - 10.1101/656959 DP - 2019 Jan 01 TA - bioRxiv PG - 656959 4099 - http://biorxiv.org/content/early/2019/05/31/656959.short 4100 - http://biorxiv.org/content/early/2019/05/31/656959.full AB - Animals build behavioral sequences out of simple stereotyped actions. A comprehensive characterization of these actions and the rules underlying their temporal organization is necessary to understand sensorimotor transformations performed by the brain. Here, we use unsupervised methods to study behavioral sequences in zebrafish larvae. Generating a map of swim bouts, we reveal that fish modulate their tail movements along a continuum. We cluster bouts that share common kinematic features and contribute to similar behavioral sequences into seven modules. Behavioral sequences comprising a subset of modules bring prey into the anterior dorsal visual field of the larvae. Fish then release a capture maneuver comprising a stereotyped jaw movement and fine-tuned stereotyped tail movements to capture prey at various distances. We demonstrate that changes to chaining dynamics, but not module production, underlie prey capture deficits in two visually impaired mutants. Our analysis thus reveals the temporal organization of a vertebrate hunting behavior, with the implication that different neural architectures underlie prey pursuit and capture.