Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations

Joshua Glaser
Joshua Glaser
Matthew Whiteway
Matthew Whiteway

NIPS 2020, 2020.

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We develop recurrent switching linear dynamical systems models for multiple populations

Abstract:

Modern recording techniques can generate large-scale measurements of multiple neural populations over extended time periods. However, it remains a challenge to model non-stationary interactions between high-dimensional populations of neurons. To tackle this challenge, we develop recurrent switching linear dynamical systems models for mult...More

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