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Title |
B-Spline Mutual Information Independent Component Analysis |
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Author |
Janett Walters-Williams, Yan Li |
| Citation |
Vol. 10 No. 7 pp. 129-141 |
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Abstract |
Mutual Information is one of the most natural criteria when developing independent component analysis (ICA). Although utilized to some level it has always been difficult to calculate. We present a new algorithm which utilizes a contrast function related to Mutual Information based on B-Spline functions. We compared this algorithm with benchmarked ICA algorithms such as FastICA, Infomax and JADE and found it to be very favourable with them in performance. |
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Keywords |
B-Spline, Mutual Information, Independent Component Analysis, Electroencephalogram |
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