New asymptotic stability criteria for a two-neuron network with different time delays

Shaowen Li; Xiaofeng Liao; Chunguang Li; Kwok-Wo Wong

doi:10.1109/TCSII.2006.875386

New asymptotic stability criteria for a two-neuron network with different time delays

Shaowen Li, Xiaofeng Liao, Chunguang Li, Kwok-Wo Wong

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

4 Citations (Scopus)

Abstract

We present new sufficient conditions for the asymptotic stability of a two-neuron network with different time delays. These conditions lead to delay-dependent and delay-independent asymptotic stabilities, respectively. They are shown to be less conservative and restrictive than those reported in the literature. Some examples are included to illustrate our results. © 2006 IEEE.

Original language	English
Pages (from-to)	682-686
Journal	IEEE Transactions on Circuits and Systems II: Express Briefs
Volume	53
Issue number	8
DOIs	https://doi.org/10.1109/TCSII.2006.875386
Publication status	Published - Aug 2006

Research Keywords

Neural networks
Neuron
Stability
Time delays

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abstract = "We present new sufficient conditions for the asymptotic stability of a two-neuron network with different time delays. These conditions lead to delay-dependent and delay-independent asymptotic stabilities, respectively. They are shown to be less conservative and restrictive than those reported in the literature. Some examples are included to illustrate our results. {\textcopyright} 2006 IEEE.",

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T1 - New asymptotic stability criteria for a two-neuron network with different time delays

AU - Li, Shaowen

AU - Liao, Xiaofeng

AU - Li, Chunguang

AU - Wong, Kwok-Wo

PY - 2006/8

Y1 - 2006/8

N2 - We present new sufficient conditions for the asymptotic stability of a two-neuron network with different time delays. These conditions lead to delay-dependent and delay-independent asymptotic stabilities, respectively. They are shown to be less conservative and restrictive than those reported in the literature. Some examples are included to illustrate our results. © 2006 IEEE.

AB - We present new sufficient conditions for the asymptotic stability of a two-neuron network with different time delays. These conditions lead to delay-dependent and delay-independent asymptotic stabilities, respectively. They are shown to be less conservative and restrictive than those reported in the literature. Some examples are included to illustrate our results. © 2006 IEEE.

KW - Neural networks

KW - Neuron

KW - Stability

KW - Time delays

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DO - 10.1109/TCSII.2006.875386

M3 - RGC 21 - Publication in refereed journal

SN - 1549-7747

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EP - 686

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

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

IS - 8

ER -

New asymptotic stability criteria for a two-neuron network with different time delays

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Research Keywords

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