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

Rigatos, Gerasimos G.

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

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2014
Idioma
Inglés
ISBN 10 
3662437635
ISBN 13 
9783662437636
Encuadernación
Tapa dura
Número de páginas
300
Contacto del fabricante
no disponible
Persona responsable
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Hamburg
Alemania

Otras ediciones populares con el mismo título

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

Edición Destacada

ISBN 10:  3662515571 ISBN 13:  9783662515570
Editorial: Springer, 2016
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