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Unified stabilization approach to principal and minor components extraction algorithms

โœ Scribed by Tianping Chen; Shun-ichi Amari

Book ID
108458341
Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
223 KB
Volume
14
Category
Article
ISSN
0893-6080

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โœ Tianping Chen; Shun Ichi Amari; Qin Lin ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 82 KB

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

Comments on: A unified algorithm for pri
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โœ Fa-Long Luo; Rolf Unbehauen ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 21 KB

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