A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection

Norikazu Takahashi; Tetsuo Nishi

A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection

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

Abstract

Global dynamical behavior of one-dimensional cellular neural networks (1-D CNNs) with the antisymmetric template A = [s, p, -s] is studied in this paper. Under the assumption that the outputs of the boundary cells are fixed to 1 or -1, a new sufficient condition for such CNNs to perform connected component detection will be presented.

Original language	English
Title of host publication	ISCAS 2006
Subtitle of host publication	2006 IEEE International Symposium on Circuits and Systems, Proceedings
Pages	2169-2172
Number of pages	4
Publication status	Published - Dec 1 2006
Externally published	Yes
Event	ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems - Kos, Greece Duration: May 21 2006 → May 24 2006

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
ISSN (Print)	0271-4310

Other

Other	ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems
Country/Territory	Greece
City	Kos
Period	5/21/06 → 5/24/06

ASJC Scopus subject areas

Electrical and Electronic Engineering

Cite this

A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection. / Takahashi, Norikazu; Nishi, Tetsuo.
ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings. 2006. p. 2169-2172 1693048 (Proceedings - IEEE International Symposium on Circuits and Systems).

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

Takahashi, N & Nishi, T 2006, A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection. in ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings., 1693048, Proceedings - IEEE International Symposium on Circuits and Systems, pp. 2169-2172, ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Kos, Greece, 5/21/06.

@inproceedings{ecf147bc454b424eb969a7ab6f3e3e32,

title = "A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection",

abstract = "Global dynamical behavior of one-dimensional cellular neural networks (1-D CNNs) with the antisymmetric template A = [s, p, -s] is studied in this paper. Under the assumption that the outputs of the boundary cells are fixed to 1 or -1, a new sufficient condition for such CNNs to perform connected component detection will be presented.",

author = "Norikazu Takahashi and Tetsuo Nishi",

year = "2006",

month = dec,

day = "1",

language = "English",

isbn = "0780393902",

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

pages = "2169--2172",

booktitle = "ISCAS 2006",

note = "ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems ; Conference date: 21-05-2006 Through 24-05-2006",

}

TY - GEN

T1 - A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection

AU - Takahashi, Norikazu

AU - Nishi, Tetsuo

PY - 2006/12/1

Y1 - 2006/12/1

N2 - Global dynamical behavior of one-dimensional cellular neural networks (1-D CNNs) with the antisymmetric template A = [s, p, -s] is studied in this paper. Under the assumption that the outputs of the boundary cells are fixed to 1 or -1, a new sufficient condition for such CNNs to perform connected component detection will be presented.

AB - Global dynamical behavior of one-dimensional cellular neural networks (1-D CNNs) with the antisymmetric template A = [s, p, -s] is studied in this paper. Under the assumption that the outputs of the boundary cells are fixed to 1 or -1, a new sufficient condition for such CNNs to perform connected component detection will be presented.

UR - http://www.scopus.com/inward/record.url?scp=34547345868&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=34547345868&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:34547345868

SN - 0780393902

SN - 9780780393905

T3 - Proceedings - IEEE International Symposium on Circuits and Systems

SP - 2169

EP - 2172

BT - ISCAS 2006

T2 - ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems

Y2 - 21 May 2006 through 24 May 2006

ER -

A sufficient condition for 1-D CNNs with antisymmetric templates to perform connected component detection

Abstract

Publication series

Other

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this