مدل های پیشرفته شبکه های عصبی – دینامیک غیر خطی و تصادفی در نورون های بیولوژیکی Advanced Models of Neural Networks
- نوع فایل : کتاب
- زبان : انگلیسی
- نویسنده : Gerasimos G. Rigatos
- چاپ و سال / کشور: 2015
- تعداد صفحه : 296
Description
Advanced Models of Neural Networks - Nonlinear Dynamics and Stochasticity in Biological Neurons
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
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
