2nd International Conference On Systems Engineering and Modeling (ICSEM-13)

Analyzing of dynamic characteristics for discrete S-PCNN

Authors
Rencan Nie, Shaowen Yao, Dongming Zhou, Haiying Deng
Corresponding Author
Rencan Nie
Available Online April 2013.
DOI
https://doi.org/10.2991/icsem.2013.53How to use a DOI?
Keywords
Pulse Coupled Neutral Network, dynamic characteristic, capture period
Abstract
Pulse Coupled Neutral Network (PCNN) is a new artificial neural network with biological mechanism, and has been widely applied in many areas such as image processing and so on, but its dynamic characteristics have not been analyzed effectively. In this paper, the dynamic characteristics about pulse period, refractory period and capture period in a simplified PCNN are discussed by mathematical analysis. Simulation results verify the correctness of the analysis conclusions.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
2nd International Conference On Systems Engineering and Modeling (ICSEM-13)
Part of series
Advances in Intelligent Systems Research
Publication Date
April 2013
ISBN
978-94-91216-42-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/icsem.2013.53How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Rencan Nie
AU  - Shaowen Yao
AU  - Dongming Zhou
AU  - Haiying Deng
PY  - 2013/04
DA  - 2013/04
TI  - Analyzing of dynamic characteristics for discrete S-PCNN
BT  - 2nd International Conference On Systems Engineering and Modeling (ICSEM-13)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/icsem.2013.53
DO  - https://doi.org/10.2991/icsem.2013.53
ID  - Nie2013/04
ER  -