Bayesian Computation

3 weeks ago | journals.plos.org | Alexandre Blanc |Bayesian Computation

In addition to the dictionary-free approach for behavioral analysis developed above (A continuous self-supervised representation of behavior and Kernel-based statistical testing), we developed a structured probabilistic approach to probe higher-order behavioral patterns that directly influence action sequences. This approach compares each genotype to a constrained generative model with a behavior dictionary instead of relying on direct comparison to a reference genotype.