ENGLISH

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

By Gerasimos G. Rigatos (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2015
ISBN
978-3-662-43763-6, 978-3-662-43764-3
DOI
10.1007/978-3-662-43764-3
Language
english
Format
PDF
Filesize
9 MB (9266158 bytes)
Edition
1
Pages
275\296
Time added
2014-11-10 20:00:00
Computational Intelligence; Artificial Intelligenc

Description

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.

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