Jung, Andreas and Kaiser, Andreas (2003) Considering temporal structures in Independent Component Analysis. ICA 2003 Proceedings.
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Abstract
In this work we show how temporal structures in time series can be used in the framework of independent component analysis assuming the signals arise from Markov chains with finite order. Taking into account the past of the underlying processes, by using time embedding vectors, not only instantaneous independent but also uncoupled sources can be found. As a result signals which are gaussian ...
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| Item type: | Article |
|---|---|
| Date: | 2003 |
| Institutions: | Physics > Institute of Theroretical Physics > Chair Professor Richter > Group Klaus Richter |
| Projects: | Graduiertenkolleg Nichtlinearität und Nichtgleichgewicht |
| Dewey Decimal Classification: | 500 Science > 530 Physics |
| Status: | Published |
| Refereed: | Yes, this version has been refereed |
| Created at the University of Regensburg: | Yes |
| Item ID: | 1522 |
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