Nonlinear optimal control of a mean-field model of neural population dynamics

We apply the framework of nonlinear optimal control to a biophysically realistic neural mass model, which consists of two mutually coupled populations of deterministic excitatory and inhibitory neurons. External control signals are realized by time-dependent inputs to both populations. Optimality is...

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Bibliographic Details
Main Authors: Lena Salfenmoser, Klaus Obermayer
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2022.931121/full