Analyzing of dynamic characteristics for discrete S-PCNN

DOI

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.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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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  - Proceedings of the 2nd International Conference On Systems Engineering and Modeling (ICSEM 2013)
PB  - Atlantis Press
SP  - 276
EP  - 280
SN  - 1951-6851
UR  - https://doi.org/10.2991/icsem.2013.53
DO  - 10.2991/icsem.2013.53
ID  - Nie2013/04
ER  -