On global robust exponential stability of interval neural networks with delays

Changyin Sun; Shiji Song; Chun Bo Feng

On global robust exponential stability of interval neural networks with delays

Changyin Sun
, Shiji Song
, Chun Bo Feng

Southeast University, Nanjing

科研成果: 会议稿件 › 论文 › 同行评审

8 引用（Scopus）

摘要

In this paper, based on globally Lipschitz continuous activation functions, new conditions ensuring existence, uniqueness and global robust exponential stability of the equilibrium point of interval neural networks with delays are obtained. The delayed Hopfield network, Bidirectional associative memory network and Cellular neural network are special cases of the network model considered in this paper. All the results obtained are generalizations of some recent results reported in the literature for neural networks with constant delays.

源语言	英语
页	2738-2742
页数	5
出版状态	已出版 - 2002
已对外发布	是
活动	2002 International Joint Conference on Neural Networks (IJCNN'02) - Honolulu, HI, 美国期限: 12 5月 2002 → 17 5月 2002

会议

会议	2002 International Joint Conference on Neural Networks (IJCNN'02)
国家/地区	美国
市	Honolulu, HI
时期	12/05/02 → 17/05/02

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链接到 Scopus 的出版物

引用此

@conference{a4c0b97b8bd14be1b67c4a1a80c039d7,

title = "On global robust exponential stability of interval neural networks with delays",

abstract = "In this paper, based on globally Lipschitz continuous activation functions, new conditions ensuring existence, uniqueness and global robust exponential stability of the equilibrium point of interval neural networks with delays are obtained. The delayed Hopfield network, Bidirectional associative memory network and Cellular neural network are special cases of the network model considered in this paper. All the results obtained are generalizations of some recent results reported in the literature for neural networks with constant delays.",

author = "Changyin Sun and Shiji Song and Feng, \{Chun Bo\}",

year = "2002",

language = "英语",

pages = "2738--2742",

note = "2002 International Joint Conference on Neural Networks (IJCNN'02) ; Conference date: 12-05-2002 Through 17-05-2002",

}

TY - CONF

T1 - On global robust exponential stability of interval neural networks with delays

AU - Sun, Changyin

AU - Song, Shiji

AU - Feng, Chun Bo

PY - 2002

Y1 - 2002

N2 - In this paper, based on globally Lipschitz continuous activation functions, new conditions ensuring existence, uniqueness and global robust exponential stability of the equilibrium point of interval neural networks with delays are obtained. The delayed Hopfield network, Bidirectional associative memory network and Cellular neural network are special cases of the network model considered in this paper. All the results obtained are generalizations of some recent results reported in the literature for neural networks with constant delays.

AB - In this paper, based on globally Lipschitz continuous activation functions, new conditions ensuring existence, uniqueness and global robust exponential stability of the equilibrium point of interval neural networks with delays are obtained. The delayed Hopfield network, Bidirectional associative memory network and Cellular neural network are special cases of the network model considered in this paper. All the results obtained are generalizations of some recent results reported in the literature for neural networks with constant delays.

UR - https://www.scopus.com/pages/publications/0036085538

M3 - 论文

AN - SCOPUS:0036085538

SP - 2738

EP - 2742

T2 - 2002 International Joint Conference on Neural Networks (IJCNN'02)

Y2 - 12 May 2002 through 17 May 2002

ER -

On global robust exponential stability of interval neural networks with delays

摘要

会议

其它文件与链接

学术指纹

引用此