Metastable Dynamics of Neural Ensembles

A classical view of neural computation is that it can be characterized in terms of convergence to attractor states or sequential transitions among states in a noisy background. After over three decades, is this still a valid model of how brain dynamics implements cognition? This book provides a comp...

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Bibliographic Details
Main Author: Emili Balaguer-Ballester (auth)
Other Authors: Ruben Moreno-Bote (auth), Gustavo Deco (auth), Daniel Durstewitz (auth)
Format: Electronic Book Chapter
Language:English
Published: Frontiers Media SA 2018
Series:Frontiers Research Topics
Subjects:
Online Access:DOAB: download the publication
DOAB: description of the publication
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520 |a A classical view of neural computation is that it can be characterized in terms of convergence to attractor states or sequential transitions among states in a noisy background. After over three decades, is this still a valid model of how brain dynamics implements cognition? This book provides a comprehensive collection of recent theoretical and experimental contributions addressing the question of stable versus transient neural population dynamics from complementary angles. These studies showcase recent efforts for designing a framework that encompasses the multiple facets of metastability in neural responses, one of the most exciting topics currently in systems and computational neuroscience. 
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653 |a Attractor Dynamics 
653 |a Trial-to-trial Variability 
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