Advanced Models of Neural Networks : Nonlinear Dynamics and Stochasticity in Biological Neorons / Gerasimos G. Rigatos

By:

Rigatos, Gerasimos G

Material type: Text

9783662437636

Subject(s):

DDC classification:

006.3 RigA

Summary: 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.

List(s) this item appears in: New Arrivals 01-15 October 2025, Vol. 06, Issue 28

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Barcode
Books	Indian Institute of Technology Tirupati General Stacks	Computer Science	006.3 RigA (11477) (Browse shelf(Opens below))	Copy 1	Available	11477

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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