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Advanced Models of Neural Networks

Nonlinear Dynamics and Stochasticity in Biological Neurons

  • Gerasimos G.┬áRigatos

Table of contents

About this book

Introduction

This book provides a complete study on neural structures exhibiting nonlinear and stochastic dynamics, elaborating on neural dynamics by introducing advanced models of neural networks. It overviews the main findings in the modelling of neural dynamics in terms of electrical circuits and examines their stability properties with the use of dynamical systems theory.

It is suitable for researchers and postgraduate students engaged with neural networks and dynamical systems theory.

Keywords

Dynamical systems theory Neural networks Nonlinear dynamical systems

Authors and affiliations

  • Gerasimos G.┬áRigatos
    • 1
  1. 1.Unit of Industrial AutomationIndustrial Systems InstituteRion PatrasGreece

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-43764-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2015
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-662-43763-6
  • Online ISBN 978-3-662-43764-3
  • Buy this book on publisher's site
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