Advanced Models of Neural Networks

Advanced Models of Neural Networks
Author: Gerasimos G. Rigatos
Publisher: Springer
Total Pages: 296
Release: 2014-08-27
Genre: Technology & Engineering
ISBN: 3662437643


Download Advanced Models of Neural Networks Book in PDF, Epub and Kindle

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.


Advanced Models of Neural Networks
Language: en
Pages: 296
Authors: Gerasimos G. Rigatos
Categories: Technology & Engineering
Type: BOOK - Published: 2014-08-27 - Publisher: Springer

GET EBOOK

This book provides a complete study on neural structures exhibiting nonlinear and stochastic dynamics, elaborating on neural dynamics by introducing advanced mo
Models of Neural Networks III
Language: en
Pages: 322
Authors: Eytan Domany
Categories: Science
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

One of the most challenging and fascinating problems of the theory of neural nets is that of asymptotic behavior, of how a system behaves as time proceeds. This
Neural Networks: Computational Models and Applications
Language: en
Pages: 310
Authors: Huajin Tang
Categories: Computers
Type: BOOK - Published: 2007-03-12 - Publisher: Springer Science & Business Media

GET EBOOK

Neural Networks: Computational Models and Applications presents important theoretical and practical issues in neural networks, including the learning algorithms
Neural Network Models
Language: en
Pages: 76
Authors: Philippe de Wilde
Categories: Technology & Engineering
Type: BOOK - Published: 1997-05-30 - Publisher: Springer Science & Business Media

GET EBOOK

Providing an in-depth treatment of neural network models, this volume explains and proves the main results in a clear and accessible way. It presents the essent
Artificial Neural Network Modelling
Language: en
Pages: 468
Authors: Subana Shanmuganathan
Categories: Technology & Engineering
Type: BOOK - Published: 2016-02-03 - Publisher: Springer

GET EBOOK

This book covers theoretical aspects as well as recent innovative applications of Artificial Neural networks (ANNs) in natural, environmental, biological, socia