Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons (eng)

Rigatos, Gerasimos G.

ISBN 10: 3662437635 ISBN 13: 9783662437636

Published by Springer, 2014

Language: English

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Bibliographic Details

Title

Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons (eng)

Publisher

Springer

Publication Date

2014

Language

English

ISBN 10

3662437635

ISBN 13

9783662437636

Binding

Hardcover

Condition

new

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About this title

Synopsis

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.

About the Author

Dr. Gerasimos Rigatos received his Ph.D. from the Dept. of Electrical and Computer Engineering of the National Technical University of Athens, Greece. He had a postdoctoral position at IRISA, Rennes, France, he was an invited professor at the Universit� Paris XI (Institut d'El�ctronique Fondamentale) and a lecturer in the Dept. of Engineering of Harper-Adams University College, UK. He is now a researcher in the Unit of Industrial Automation, Industrial Systems Institute, Patras, Greece. His research interests include computational intelligence, adaptive systems, mechatronics, robotics and control, optimization and fault diagnosis.

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