Point process latent variable models of freely swimming larval zebrafish

neural information processing systems, 2018.

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Abstract:

A fundamental goal of systems neuroscience is to understand how neural activity gives rise to rich natural behavior. In order to achieve this goal, we must first build comprehensive models that offer quantitative descriptions of behavior. We develop a new class of probabilistic models to tackle this challenge in the study of larval zebraf...More

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