On complete stability of three-Cell CNNs with opposite-sign templates

Norikazu Takahashi; Tetsuo Nishi

doi:10.1109/ISCAS.2005.1465675

On complete stability of three-Cell CNNs with opposite-sign templates

Norikazu Takahashi, Tetsuo Nishi

Research output: Contribution to journal › Conference article › peer-review

1 Citation (Scopus)

Abstract

A new sufficient condition for three-cell cellular neural networks (CNNs) with the opposite-sign template to be completely stable is presented in this paper. It is also shown that even though the self-coupling is greater than unity the state trajectory which never enters a total saturation region can exist.

Original language	English
Article number	1465675
Pages (from-to)	4673-4676
Number of pages	4
Journal	Proceedings - IEEE International Symposium on Circuits and Systems
DOIs	https://doi.org/10.1109/ISCAS.2005.1465675
Publication status	Published - Dec 1 2005
Externally published	Yes
Event	IEEE International Symposium on Circuits and Systems 2005, ISCAS 2005 - Kobe, Japan Duration: May 23 2005 → May 26 2005

ASJC Scopus subject areas

Electrical and Electronic Engineering

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10.1109/ISCAS.2005.1465675

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title = "On complete stability of three-Cell CNNs with opposite-sign templates",

abstract = "A new sufficient condition for three-cell cellular neural networks (CNNs) with the opposite-sign template to be completely stable is presented in this paper. It is also shown that even though the self-coupling is greater than unity the state trajectory which never enters a total saturation region can exist.",

author = "Norikazu Takahashi and Tetsuo Nishi",

year = "2005",

month = dec,

day = "1",

doi = "10.1109/ISCAS.2005.1465675",

language = "English",

pages = "4673--4676",

journal = "Proceedings - IEEE International Symposium on Circuits and Systems",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "IEEE International Symposium on Circuits and Systems 2005, ISCAS 2005 ; Conference date: 23-05-2005 Through 26-05-2005",

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TY - JOUR

T1 - On complete stability of three-Cell CNNs with opposite-sign templates

AU - Takahashi, Norikazu

AU - Nishi, Tetsuo

PY - 2005/12/1

Y1 - 2005/12/1

N2 - A new sufficient condition for three-cell cellular neural networks (CNNs) with the opposite-sign template to be completely stable is presented in this paper. It is also shown that even though the self-coupling is greater than unity the state trajectory which never enters a total saturation region can exist.

AB - A new sufficient condition for three-cell cellular neural networks (CNNs) with the opposite-sign template to be completely stable is presented in this paper. It is also shown that even though the self-coupling is greater than unity the state trajectory which never enters a total saturation region can exist.

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M3 - Conference article

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EP - 4676

JO - Proceedings - IEEE International Symposium on Circuits and Systems

JF - Proceedings - IEEE International Symposium on Circuits and Systems

SN - 0271-4310

M1 - 1465675

T2 - IEEE International Symposium on Circuits and Systems 2005, ISCAS 2005

Y2 - 23 May 2005 through 26 May 2005

ER -

On complete stability of three-Cell CNNs with opposite-sign templates

Abstract

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