Search Results for author: Gordon J. Berman

Found 4 papers, 1 papers with code

Inferring the time-varying coupling of dynamical systems with temporal convolutional autoencoders

no code implementations5 Jun 2024 Josuan Calderon, Gordon J. Berman

Most approaches for assessing causality in complex dynamical systems fail when the interactions between variables are inherently non-linear and non-stationary.

Exploring a strongly non-Markovian animal behavior

no code implementations31 Dec 2020 Vasyl Alba, Gordon J. Berman, William Bialek, Joshua W. Shaevitz

A freely walking fly visits roughly 100 stereotyped states in a strongly non-Markovian sequence.

Mapping the stereotyped behaviour of freely-moving fruit flies

1 code implementation16 Oct 2013 Gordon J. Berman, Daniel M. Choi, William Bialek, Joshua W. Shaevitz

Most animals possess the ability to actuate a vast diversity of movements, ostensibly constrained only by morphology and physics.

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