New passivity criteria for neural networks with time-varying delay

Zexu Zhang; Shaoshuai Mou; James Lam; Huijun Gao

doi:10.1016/j.neunet.2009.05.012

New passivity criteria for neural networks with time-varying delay

Zexu Zhang
, Shaoshuai Mou
, James Lam
, Huijun Gao^*

^*Corresponding author for this work

School of Astronautics

Research output: Contribution to journal › Article › peer-review

100 Scopus citations

Abstract

In this paper, improved criteria for the passivity of neural networks with time delay are proposed. The improvement is achieved by exploiting the finer relationships between the time-varying delay and its size bound which allow the use of more slack variables. It is illustrated via numerical examples that the proposed results are less conservative than those available in the literature.

Original language	English
Pages (from-to)	864-868
Number of pages	5
Journal	Neural Networks
Volume	22
Issue number	7
DOIs	https://doi.org/10.1016/j.neunet.2009.05.012
State	Published - Sep 2009

Keywords

Delay
Lyapunov
Neural Network
Passivity
Uncertainty

Access to Document

10.1016/j.neunet.2009.05.012

Cite this

@article{83d258fa78e24e50b844d8485926b188,

title = "New passivity criteria for neural networks with time-varying delay",

abstract = "In this paper, improved criteria for the passivity of neural networks with time delay are proposed. The improvement is achieved by exploiting the finer relationships between the time-varying delay and its size bound which allow the use of more slack variables. It is illustrated via numerical examples that the proposed results are less conservative than those available in the literature.",

keywords = "Delay, Lyapunov, Neural Network, Passivity, Uncertainty",

author = "Zexu Zhang and Shaoshuai Mou and James Lam and Huijun Gao",

year = "2009",

month = sep,

doi = "10.1016/j.neunet.2009.05.012",

language = "英语",

volume = "22",

pages = "864--868",

journal = "Neural Networks",

issn = "0893-6080",

publisher = "Elsevier Ltd",

number = "7",

}

TY - JOUR

T1 - New passivity criteria for neural networks with time-varying delay

AU - Zhang, Zexu

AU - Mou, Shaoshuai

AU - Lam, James

AU - Gao, Huijun

PY - 2009/9

Y1 - 2009/9

N2 - In this paper, improved criteria for the passivity of neural networks with time delay are proposed. The improvement is achieved by exploiting the finer relationships between the time-varying delay and its size bound which allow the use of more slack variables. It is illustrated via numerical examples that the proposed results are less conservative than those available in the literature.

AB - In this paper, improved criteria for the passivity of neural networks with time delay are proposed. The improvement is achieved by exploiting the finer relationships between the time-varying delay and its size bound which allow the use of more slack variables. It is illustrated via numerical examples that the proposed results are less conservative than those available in the literature.

KW - Delay

KW - Lyapunov

KW - Neural Network

KW - Passivity

KW - Uncertainty

UR - https://www.scopus.com/pages/publications/69449095121

U2 - 10.1016/j.neunet.2009.05.012

DO - 10.1016/j.neunet.2009.05.012

M3 - 文章

C2 - 19595564

AN - SCOPUS:69449095121

SN - 0893-6080

VL - 22

SP - 864

EP - 868

JO - Neural Networks

JF - Neural Networks

IS - 7

ER -

New passivity criteria for neural networks with time-varying delay

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this