Share Email Print
cover

Proceedings Paper

Fuzzy based IPA model
Author(s): Chii-Maw Uang; Sheng-Li Lin; Chi-Fa Chen
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

A new method, based on fuzzy membership function, for constructing the interconnection weight matrix of the InterPattern Association model is presented. Applying fuzzy uncertain processing to construct the interconnection weight matrix of the IPA model, the advantages of increasing the dynamic range and automatic threshold are obtained, which can greatly improve the network performances. The proposed concept can also be very suitable applied to those Hebbian type associative memories. A Matlab program was developed for simulation. The simulation results show that the proposed fuzzy-based IPA model is better than the original IPA model.

Paper Details

Date Published: 23 January 2002
PDF: 7 pages
Proc. SPIE 4459, Photorefractive Fiber and Crystal Devices: Materials, Optical Properties, and Applications VII, and Optical Data Storage, (23 January 2002); doi: 10.1117/12.496876
Show Author Affiliations
Chii-Maw Uang, I-Shou Univ. (Taiwan)
Sheng-Li Lin, I-Shou Univ. (Taiwan)
Chi-Fa Chen, I-Shou Univ. (Taiwan)


Published in SPIE Proceedings Vol. 4459:
Photorefractive Fiber and Crystal Devices: Materials, Optical Properties, and Applications VII, and Optical Data Storage
Shizhuo Yin; Francis T. S. Yu; Hans J. Coufal; Hans J. Coufal, Editor(s)

© SPIE. Terms of Use
Back to Top