Independent component analysis:
Saved in:
| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
New York
J. Wiley
c2001
|
| Subjects: | |
| Online Access: | FRO01 TUM01 Volltext |
| Item Description: | Includes bibliographical references (p. 449-475) and index Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications |
| Physical Description: | 1 Online-Ressource (xxi, 481 p.) 25 cm |
| ISBN: | 0471221317 9780471221319 |
Staff View
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| 500 | |a Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications | ||
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| isbn | 0471221317 9780471221319 |
| language | English |
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| spelling | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja New York J. Wiley c2001 1 Online-Ressource (xxi, 481 p.) 25 cm txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. 449-475) and index Random vectors and independence -- Gradients and optimization methods -- Estimation theory -- Information theory -- Principal component analysis and whitening -- What is independent component analysis? -- ICA by maximization of nongaussianity -- ICA by maximum likelihood estimation -- ICA by minimization of mutual information -- ICA by tensorial methods -- ICA by nonlinear decorrelation and nonlinear pca -- Practical considerations -- Overview and comparison of basic ICA methods -- Noisy ICA -- ICA with overcomplete bases -- Nonlinear ICA -- Methods using time structure -- Convolutive mixtures and blind deconvolution -- Other extensions -- Feature extraction by ICA -- Brain imaging applications -- Telecommunications -- Other applications Online-Ausgabe Somerset, N.J. Wiley InterScience605 L Online-Ausgabe Multivariate analysis Principal components analysis Komponentenanalyse (DE-588)4133251-9 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf 1\p (DE-588)4113937-9 Hochschulschrift gnd-content Komponentenanalyse (DE-588)4133251-9 s Signalverarbeitung (DE-588)4054947-1 s 2\p DE-604 Hyvärinen, Aapo Sonstige oth Karhunen, Juha Sonstige oth Oja, Erkki Sonstige oth John Wiley & Sons Sonstige oth Reproduktion von Independent component analysis c2001 Erscheint auch als Druckausgabe 0-471-40540-X Erscheint auch als Druckausgabe 978-0-471-40540-5 https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Independent component analysis Multivariate analysis Principal components analysis Komponentenanalyse (DE-588)4133251-9 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| subject_GND | (DE-588)4133251-9 (DE-588)4054947-1 (DE-588)4113937-9 |
| title | Independent component analysis |
| title_auth | Independent component analysis |
| title_exact_search | Independent component analysis |
| title_full | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| title_fullStr | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| title_full_unstemmed | Independent component analysis Aapo Hyvärinen, Juha Karhunen, Erkki Oja |
| title_short | Independent component analysis |
| title_sort | independent component analysis |
| topic | Multivariate analysis Principal components analysis Komponentenanalyse (DE-588)4133251-9 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| topic_facet | Multivariate analysis Principal components analysis Komponentenanalyse Signalverarbeitung Hochschulschrift |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/0471221317 |
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