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Dynamically relevant motifs in inhibition-dominated networks

Date
Thursday, November 19, 2020 15:00 - 16:00
Speaker
Carina Curto (Pennsylvania State University)
Location
Online
Series
Seminar/Talk
Tags
Neurotheory Forum
Host
Georgia Christodoul
Contact
IST Austria / University of Oxford
Url

Many networks in the nervous system possess an abundance of inhibition, which serves to shape and stabilize neural dynamics. The neurons in such networks exhibit intricate patterns of connectivity whose structure controls the allowed patterns of neural activity. In this work, we examine inhibitory threshold-linear networks whose dynamics are constrained by an underlying directed graph. We develop a set of parameter-independent graph rules that enable us to predict features of the dynamics, such as emergent sequences and dynamic attractors, from properties of the graph. These rules provide a direct link between the structure and function of these networks, and may provide new insights into how connectivity shapes dynamics in real neural circuits.


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