Loupe
Search Loader

Marat Akhmet & Enes Yılmaz 
Neural Networks with Discontinuous/Impact Activations 

Support

This book presents as its main subject new models in mathematical neuroscience. A wide range of neural networks models with discontinuities are discussed, including impulsive differential equations, differential equations with piecewise constant arguments, and models of mixed type. These models involve discontinuities, which are natural because huge velocities and short distances are usually observed in devices modeling the networks. A discussion of the models, appropriate for the proposed applications, is also provided.

€96.29
méthodes de payement

Table des matières

Introduction.- Differential Equations with Piecewise Constant Argument of Generalized Type.- Impulsive Differential Equations.- Periodic Motions and Equilibria of Neural Networks with Piecewise Constant Argument.- Equilibria of Neural Networks with Impact Activation and Piecewise Constant Argument.- Periodic Motions of Neural Networks with Impact Activation and Piecewise Constant Argument.- The Method of Lyapunov Functions: RNNs.- The Lyapunov-Razumikhin Method: CNNs.

Langue Anglais ● Format PDF ● Pages 168 ● ISBN 9781461485667 ● Taille du fichier 2.4 MB ● Maison d’édition Springer New York ● Lieu NY ● Pays US ● Publié 2013 ● Téléchargeable 24 mois ● Devise EUR ● ID 2831417 ● Protection contre la copie DRM sociale

Plus d’ebooks du même auteur(s) / Éditeur

4 890 Ebooks dans cette catégorie