Introduction to Neural Dynamics and Signal Transmission Delay

Nachdruck 2011
ISBN: 978-3-11-016988-1
Verlag: De Gruyter

Buch, Englisch, 182 Seiten, Format (B × H): 175 mm x 246 mm, Gewicht: 514 g

Reihe: ISSN

In the design of a neural network, either for biological modeling, cognitive simulation, numerical computation or engineering applications, it is important to investigate the network's computational performance which is usually described by the long-term behaviors, called dynamics, of the model equations. The purpose of this book is to give an introduction to the mathematical modeling and analysis of networks of neurons from the viewpoint of dynamical systems.

Zielgruppe

Senior Undergraduate and Graduate Students in Applied Mathematics

Autoren/Hrsg.

Wu, Jianhong

Fachgebiete

• Naturwissenschaften Biowissenschaften Angewandte Biologie Biomathematik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke

Inhaltsverzeichnis

Preface · The structure of neural networks · Dynamic models of networks · Simple networks · Content-addressable memory storage · Signal transmission delays
Bibliography · Index