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

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

    Posted By: tukotikko
    Date: 12 Nov 2014 11:08:59
    Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons

    Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons By Gerasimos Rigatos
    2015 | 296 Pages | ISBN: 3662437635 | PDF | 9 MB


    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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