Advanced Models of Neural Networks: Nonlinear Dynamics and...

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Advanced Models of Neural Networks:...

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

Name: Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons
ISBN: 9783662437643

Gerasimos G. Rigatos (auth.)

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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.

Kateqoriyalar:

Computers - Computer Science

İl:

2015

Nəşr:

Nəşriyyat:

Springer-Verlag Berlin Heidelberg

Dil:

english

Səhifələr:

275