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Sequential Extraction of Minor Components

โœ Scribed by Tianping Chen; Shun-Ichi Amari; Noboru Murata

Book ID
110301011
Publisher
Springer US
Year
2001
Tongue
English
Weight
73 KB
Volume
13
Category
Article
ISSN
1370-4621

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Principal component and minor component extractions provide powerful techniques in many information-processing fields. However, by conventional algorithms minor component extraction is much more difficult than principal component extraction. A unified algorithm which can be used to extract both prin

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This letter points out that the unified algorithm given by Chen et al. (Chen, T., Amari, S., & Lin, Q. (1998). Neural Networks, 11, 385-390) is a direct generalization of our invariant-norm algorithm. However, this direct-generalized unified algorithm is not practical from the learning point of view