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Title | Efficient architecture for independent component analysis |
Publication Type | Conference Paper |
Year of Publication | 1999 |
Authors | Fiori S, Baldassarri P, Piazza F |
Conference Name | Proceedings - IEEE International Symposium on Circuits and Systems |
Abstract | We present a new independent component analysis technique, based on the information-theoretic approach, implemented by the functional-link network, that allows to separate out mixed independent sub-Gaussian and super-Gaussian source signals. For assessing our theory we present computer simulations performed both on synthetic and real-world data, and compare the performances of the new algorithm with those of the `Mixture of Densities' approach by Xu et al. |
URL | http://www.scopus.com/inward/record.url?eid=2-s2.0-18544391339&partnerID=40&md5=00c2e26050b1438b1cf7de4e2d0f6be0 |