Exponential convergence of delayed neural networks

Xiaoping Xue

doi:10.1007/11539087_59

Exponential convergence of delayed neural networks

Xiaoping Xue^*

^*Corresponding author for this work

School of Mathematics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Several new conditions for exponential convergence of DNN were proposed in this paper. These conditions guarantee the existence and uniqueness of equilibrium of DNN with certain different activation functions. To demonstrate the differences and features of the new criteria, some remarks are presented.

Original language	English
Title of host publication	Advances in Natural Computation
Subtitle of host publication	1st International Conference, ICNC 2005 - Proceedings
Publisher	Springer Verlag
Pages	466-469
Number of pages	4
Edition	PART I
ISBN (Print)	9783540283232
DOIs	https://doi.org/10.1007/11539087_59
State	Published - 2005
Event	1st International Conference on Natural Computation, ICNC 2005 - Changsha, China Duration: 27 Aug 2005 → 29 Aug 2005

Publication series

Name	Lecture Notes in Computer Science
Number	PART I
Volume	3610
ISSN (Print)	0302-9743

Conference

Conference	1st International Conference on Natural Computation, ICNC 2005
Country/Territory	China
City	Changsha
Period	27/08/05 → 29/08/05

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10.1007/11539087_59

Cite this

@inproceedings{373c35745f6843c8b176bf2fd300f35e,

title = "Exponential convergence of delayed neural networks",

abstract = "Several new conditions for exponential convergence of DNN were proposed in this paper. These conditions guarantee the existence and uniqueness of equilibrium of DNN with certain different activation functions. To demonstrate the differences and features of the new criteria, some remarks are presented.",

author = "Xiaoping Xue",

year = "2005",

doi = "10.1007/11539087\_59",

language = "英语",

isbn = "9783540283232",

series = "Lecture Notes in Computer Science",

publisher = "Springer Verlag",

number = "PART I",

pages = "466--469",

booktitle = "Advances in Natural Computation",

address = "德国",

edition = "PART I",

note = "1st International Conference on Natural Computation, ICNC 2005 ; Conference date: 27-08-2005 Through 29-08-2005",

}

Xue, X 2005, Exponential convergence of delayed neural networks. in Advances in Natural Computation: 1st International Conference, ICNC 2005 - Proceedings. PART I edn, Lecture Notes in Computer Science, no. PART I, vol. 3610, Springer Verlag, pp. 466-469, 1st International Conference on Natural Computation, ICNC 2005, Changsha, China, 27/08/05. https://doi.org/10.1007/11539087_59

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AU - Xue, Xiaoping

PY - 2005

Y1 - 2005

N2 - Several new conditions for exponential convergence of DNN were proposed in this paper. These conditions guarantee the existence and uniqueness of equilibrium of DNN with certain different activation functions. To demonstrate the differences and features of the new criteria, some remarks are presented.

AB - Several new conditions for exponential convergence of DNN were proposed in this paper. These conditions guarantee the existence and uniqueness of equilibrium of DNN with certain different activation functions. To demonstrate the differences and features of the new criteria, some remarks are presented.

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U2 - 10.1007/11539087_59

DO - 10.1007/11539087_59

M3 - 会议稿件

AN - SCOPUS:26844460205

SN - 9783540283232

T3 - Lecture Notes in Computer Science

SP - 466

EP - 469

BT - Advances in Natural Computation

PB - Springer Verlag

T2 - 1st International Conference on Natural Computation, ICNC 2005

Y2 - 27 August 2005 through 29 August 2005

ER -

Exponential convergence of delayed neural networks

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