INVESTIGATING REDUNDANCY IN FEEDFORWARD NEURAL CLASSIFIERS

Citation
A. Hoekstra et Rpw. Duin, INVESTIGATING REDUNDANCY IN FEEDFORWARD NEURAL CLASSIFIERS, Pattern recognition letters, 18(11-13), 1997, pp. 1293-1300
Citations number
7
Journal title
ISSN journal
01678655
Volume
18
Issue
11-13
Year of publication
1997
Pages
1293 - 1300
Database
ISI
SICI code
0167-8655(1997)18:11-13<1293:IRIFNC>2.0.ZU;2-N
Abstract
in this article we will focus on how we can investigate (read visualis e) the clustering behaviour of neurons during training. This clusterin g properly has already been investigated before, by Annema, Vogtlander and Schmidt. However, we will present a different approach in visuali sation illustrated by experiments performed on two-class problems. (C) 1997 Elsevier Science B.V.