A Blind Separation Algorithm of Delayed Sources Based on Information Maximization
He Weiwei · 2005
Bell and Sejnowski have presented a approach to separate instantaneous mixtures based on the information maximization that we always call it traditional information maximization. This paper extends this approach into more general cases where the sources may have been delayed with respect to each other and presents a nework architecture capable of coping with such sources.We also derive the adaptation equations for the delays and the weights in the network by maximizing the information transferred through the network.