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Intrinsic Control Mechanisms of Neuronal Network Dynamics
Citation key Ladenbauer2016
Author Ladenbauer, J. and Augustin, M. and Obermayer, K.
Title of Book Control of Self-Organizing Nonlinear Systems
Pages 441-460
Year 2016
ISBN 978-3-319-28027-1, 978-3-319-28028-8
ISSN 1860-0832
DOI 10.1007/978-3-319-28028-8_23
Month January
Editor Eckehard Schöll, Sabine H. L. Klapp, Philipp Hövel
Publisher Springer International Publishing
Chapter 23
Abstract The brain is a complex dynamical system which employs specific mechanisms in a self-organized way to stabilize functionally relevant patterns of activity and switch between them, depending on computational demands. We first provide an overview of control mechanisms that involve delayed feedback of activity, plasticity of synaptic coupling strengths and changes of neuronal adaptation properties, and then focus on the latter, summarizing recent results for different spatial levels, obtained through mathematical bottom-up modeling.
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