Passivity analysis of neural networks with time-varying delays

Shengyuan Xu; Wei Xing Zheng; Yun Zou

doi:10.1109/TCSII.2009.2015399

Passivity analysis of neural networks with time-varying delays

Shengyuan Xu, Wei Xing Zheng, Yun Zou

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205 Citations (Scopus)

Abstract

This brief considers the problem of passivity analysis for neural networks with both time-varying delays and norm-bounded parameter uncertainties. For two types of time-varying delays, delay-dependent passivity conditions are derived, respectively. These conditions are expressed in terms of linear matrix inequalities. An example is provided to show the less conservatism of the proposed conditions.

Original language	English
Pages (from-to)	325-329
Number of pages	5
Journal	IEEE Transactions on Circuits and Systems II: Express Briefs
Volume	56
Issue number	4
DOIs	https://doi.org/10.1109/TCSII.2009.2015399
Publication status	Published - 2009

Keywords

linear matrix inequalities
time delay systems

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10.1109/TCSII.2009.2015399

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title = "Passivity analysis of neural networks with time-varying delays",

abstract = "This brief considers the problem of passivity analysis for neural networks with both time-varying delays and norm-bounded parameter uncertainties. For two types of time-varying delays, delay-dependent passivity conditions are derived, respectively. These conditions are expressed in terms of linear matrix inequalities. An example is provided to show the less conservatism of the proposed conditions.",

keywords = "linear matrix inequalities, time delay systems",

author = "Shengyuan Xu and Zheng, {Wei Xing} and Yun Zou",

year = "2009",

doi = "10.1109/TCSII.2009.2015399",

language = "English",

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AU - Xu, Shengyuan

AU - Zheng, Wei Xing

AU - Zou, Yun

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AB - This brief considers the problem of passivity analysis for neural networks with both time-varying delays and norm-bounded parameter uncertainties. For two types of time-varying delays, delay-dependent passivity conditions are derived, respectively. These conditions are expressed in terms of linear matrix inequalities. An example is provided to show the less conservatism of the proposed conditions.

KW - linear matrix inequalities

KW - time delay systems

UR - http://hdl.handle.net/1959.7/uws:9601

U2 - 10.1109/TCSII.2009.2015399

DO - 10.1109/TCSII.2009.2015399

M3 - Article

SN - 1549-7747

VL - 56

SP - 325

EP - 329

JO - IEEE Transactions on Circuits and Systems II: Express Briefs

JF - IEEE Transactions on Circuits and Systems II: Express Briefs

IS - 4

ER -

Passivity analysis of neural networks with time-varying delays

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Keywords

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