Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons - Hardcover

Rigatos, Gerasimos G.

 
9783662437636: Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons
Hardcover
ISBN 10: 3662437635 ISBN 13: 9783662437636
Publisher: Springer, 2014

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.

"synopsis" may belong to another edition of this title.

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 Université Paris XI (Institut d'Eléctronique 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.

From the Back Cover

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 this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2014
Language
English
ISBN 10 
3662437635
ISBN 13 
9783662437636
Binding
Hardcover
Number of pages
298

Other Popular Editions of the Same Title

9783662515570: Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons

Featured Edition

ISBN 10:  3662515571 ISBN 13:  9783662515570
Publisher: Springer, 2016
Softcover