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author:

Huang, Zhenkun (Huang, Zhenkun.) [1] | Wang, Xinghua (Wang, Xinghua.) [2] | Xia, Yonghui (Xia, Yonghui.) [3]

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, several criteria are obtained for the existence and exponential attractivity of a unique kappa-almost periodic sequence solution of discrete-time bidirectional neural networks (BNNs). Our results generalize the corresponding results about almost periodic sequence solution in common sense. Finally, computer simulations illustrate the dynamic behavior of discrete-time bidirectional neural networks. It is shown that discretization step kappa affects dynamical characteristics of bidirectional neural networks and our results on kappa-almost periodic sequence solution lead to effective estimates of continuous-time neural networks during real-time computations. (C) 2009 Elsevier B.V. All rights reserved.

Keyword:

Bidirectional neural network Discrete-time neural network Exponential attractivity kappa-Almost periodic sequence solution

Community:

  • [ 1 ] [Huang, Zhenkun]Jimei Univ, Sch Sci, Xiamen 361021, Peoples R China
  • [ 2 ] [Wang, Xinghua]Zhejiang Univ, Dept Math, Hangzhou 310027, Peoples R China
  • [ 3 ] [Xia, Yonghui]Fuzhou Univ, Dept Math, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • [Huang, Zhenkun]Jimei Univ, Sch Sci, Xiamen 361021, Peoples R China

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Source :

SIMULATION MODELLING PRACTICE AND THEORY

ISSN: 1569-190X

Year: 2010

Issue: 3

Volume: 18

Page: 317-337

0 . 7 3 6

JCR@2010

3 . 5 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 11

SCOPUS Cited Count: 11

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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