TY - BOOK AU - Rigatos, Gerasimos G. TI - Advanced Models of Neural Networks : : Nonlinear Dynamics and Stochasticity in Biological Neorons SN - 9783662437636 U1 - 006.3 PY - 2015/// CY - Berlin PB - Springer KW - knowledge & Systems KW - Special computer methods KW - Artificial Intelligence N2 - 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 ER -