Document Type

Technical Report

Publication Date

1993

Filename

WUCS-93-44.pdf

DOI:

10.7936/K7GF0RTX

Technical Report Number

WUCS-93-44

Abstract

Supervised Competitive Learning (SCL) is described in an accompanying paper [1]; SCL assembles a set of learning modules into a supervised learning system to address the stability-plasticity dilemma. That paper reported results using backpropagation networds as the learning modules (SCL/BP). Here (Part II) we report SCL results using learning modules based on fuzzy logic (SCL/FZ). Although its learning algorithm is very different from that of backpropagation networks, fuzzy logic also suffers the stability-plasticity dilemma. A simulator on handwritten digit and gesture recognition was constructed to demonstrate the utility of SCL/FZ; it is recognized 98% of test digits, and 91% of test gestures. In this paper, we also compare SCL/BP with SCL/FZ for recognizing handwritten digits.

Comments

Permanent URL: http://dx.doi.org/10.7936/K7GF0RTX

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