Constrained ICA and applications
The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules.
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| Formato: | Tese |
| Publicado em: |
2008
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| Acesso em linha: | http://hdl.handle.net/10356/2382 |
| _version_ | 1826126781686480896 |
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| author | Lu, Wei. |
| author2 | Rajapakse, Jagath Chandana |
| author_facet | Rajapakse, Jagath Chandana Lu, Wei. |
| author_sort | Lu, Wei. |
| collection | NTU |
| description | The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules. |
| first_indexed | 2024-10-01T06:58:17Z |
| format | Thesis |
| id | ntu-10356/2382 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T06:58:17Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/23822019-12-10T14:56:37Z Constrained ICA and applications Lu, Wei. Rajapakse, Jagath Chandana School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules. Doctor of Philosophy (SCE) 2008-09-17T09:01:41Z 2008-09-17T09:01:41Z 2003 2003 Thesis http://hdl.handle.net/10356/2382 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences Lu, Wei. Constrained ICA and applications |
| title | Constrained ICA and applications |
| title_full | Constrained ICA and applications |
| title_fullStr | Constrained ICA and applications |
| title_full_unstemmed | Constrained ICA and applications |
| title_short | Constrained ICA and applications |
| title_sort | constrained ica and applications |
| topic | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences |
| url | http://hdl.handle.net/10356/2382 |
| work_keys_str_mv | AT luwei constrainedicaandapplications |