Ing. Zbyněk Koldovský (Ph.D. alumnus)
studium
| advisor: | Ing. Petr Tichavský, CSc. |
| study start date: | 01.10.2002 |
| study form: | prezenční |
| state exam: | 05.11.2004 |
| title of dissertation thesis: | Fast and accurate methods for Independent component analysis |
| POPIS_DISERTACNI_PRACE: | The thesis deals with several problems in blind separation of linear mixtures of unknown sources using independent component analysis. Among other things, it focuses on a key question: how accurate the separation can be done, and how to achieve the best possible separation in practice. Based on a simple idea of generalization of a symmetric version of algorithm FastICA, an improved algorithm, called EFICA, is proposed. |
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Václav Klika | last update: 06/21/2022