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Topic: peripheral motor variability

ePoster
1 ePoster

In Neuroscience

A virtual rodent predicts the structure of neural activity across natural behavior

Diego Aldarondo,Josh Merel,Jesse Marshall,Leonard Hansclever,Ugne Klibaite,Amanda Gellis,Yuval Tassa,Greg Wayne,Matthew Botvinick,Bence Ölveczky · COSYNE 2022

In recent years, advances in the fields of computational ethology and neuroscience have enabled detailed modeling of animal behavior and its neural underpinnings. However, these advances have yet to produce normative models of neuromotor control that generate the full diversity of animal behavior. Using recently developed methods in 3D pose estimation and deep reinforcement learning, we trained a latent variable model to control a virtual rodent body to imitate the natural behaviors of real rats in a physics simulator. Once trained, the model faithfully replicated diverse rat behaviors and gen

Fri, Mar 18, 2022

ePoster · Neuroscience