Structure-adaptive SOM to classify 3-dimensional point light actors' gender

Classifying the patterns of moving point lights attached on actor's bodies with self-organizing map often fails to get successful results with its original unsupervised learning algorithm. This paper exploits a structure-adaptive self-organizing map (SASOM) which adaptively updates the weights,...

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Veröffentlicht in:	ICONIP '02 : proceedings of the 9th International Conference on Neural Information Processing : computational intelligence for the E-age : November 18-22, 2002, Singapore Jg. 2; S. 949 - 953 vol.2
1. Verfasser:	Sung-Bae Cho
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 2002
Schlagworte:	Backpropagation algorithms Computer science Displays Electronic mail Humans Machine learning Neural networks Organizing Pattern recognition Testing
ISBN:	9810475241, 9789810475246
Online-Zugang:	Volltext
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