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Nonlinear Dynamics in Computational Neuroscience


Nonlinear Dynamics in Computational Neuroscience


PoliTO Springer Series

von: Fernando Corinto, Alessandro Torcini

CHF 118.00

Verlag: Springer
Format: PDF
Veröffentl.: 19.06.2018
ISBN/EAN: 9783319710488
Sprache: englisch

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Beschreibungen

<p>This book provides an essential overview of computational neuroscience. It addresses a broad range of aspects, from physiology to nonlinear dynamical approaches to understanding neural computation, and from the simulation of brain circuits to the development of engineering devices and platforms for neuromorphic computation. Written by leading experts in such diverse fields as neuroscience, physics, psychology, neural engineering, cognitive science and applied mathematics, the book reflects the remarkable advances that have been made in the field of computational neuroscience, an emerging discipline devoted to the study of brain functions in terms of the information-processing properties of the structures forming the nervous system. The contents build on the workshop “Nonlinear Dynamics in Computational Neuroscience: from Physics and Biology to ICT,” which was held in Torino, Italy in September 2015.</p>
Introduction.- Next generation neural mass models.- Unraveling brain modularity through its slow oscillations.- Characterization of Neural Signals in Preclinical Studies of Neural Plasticity using Nonlinear Time Series Analysis.- Functional Cliques in Developmentally Correlated Neural Networks.- Chimera states in pulse coupled neural networks: the influence of dilution and noise.- Nanotechnologies for Neurosciences.- Memristor and Memristor Circuit Modelling based on Methods of Nonlinear System Theory.- A memristor-based cell for complexity.
Fernando Corinto is professor of Circuit Theory at Politecnico&nbsp;di Torino, Italy. His research activity focuses mainly on nonlinear circuits and systems, locally coupled nonlinear/nanoscale&nbsp;networks and memristor nanotechnology.<div><br></div><div><div>Alessandro Torcini is professor of Theoretical Physics at University of Cergy-Pontoise, France. His research activity focuses on&nbsp;the dynamics of complex and bio-inspired&nbsp;systems, in particular computational neuroscience.&nbsp;</div></div>
<p>This book provides an essential overview of computational neuroscience. It addresses a broad range of aspects, from physiology to nonlinear dynamical approaches to understanding neural computation, and from the simulation of brain circuits to the development of engineering devices and platforms for neuromorphic computation. Written by leading experts in such diverse fields as neuroscience, physics, psychology, neural engineering, cognitive science and applied mathematics, the book reflects the remarkable advances that have been made in the field of computational neuroscience, an emerging discipline devoted to the study of brain functions in terms of the information-processing properties of the structures forming the nervous system. The contents build on the workshop “Nonlinear Dynamics in Computational Neuroscience: from Physics and Biology to ICT,” which was held in Torino, Italy in September 2015.</p>
Offers an essential reference guide for neuroscientists using computational methods in their daily work, as well as any theoretical scientists just getting started in the field of computational neuroscience Provides state-of-the-art information on technologies and algorithms for brain circuits and systems Written by leading experts in the field

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