Introduction to neural dynamics and signal transmission delay / Jianhong Wu.

Format:

Book

Author/Creator:

Wu, Jianhong.

Series:

De Gruyter Series in Nonlinear Analysis and Applications

De Gruyter series in nonlinear analysis and applications ; 6

Language:

English

Subjects (All):

Neural networks (Neurobiology)--Mathematical models.

Neural networks (Neurobiology).

Neurobiology.

Physical Description:

1 online resource (192 p.)

Edition:

Reprint 2011

Place of Publication:

Berlin ; New York : Walter de Gruyter, 2001.

Language Note:

English

Summary:

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.

Contents:

Front matter

Preface

Contents

Chapter 1 The structure of neural networks

Chapter 2 Dynamic models of networks

Chapter 3 Simple networks

Chapter 4 Content-addressable memory storage

Chapter 5 Signal transmission delays

Bibliography

Index

Notes:

Description based upon print version of record.

Includes bibliographical references (p. 171-178) and index.

ISBN:

9783110879971

3110879972

OCLC:

922944962