Independent Component Analysis Based on Information Bottleneck

Figure 2

Based on the FastICA algorithm, we separate the randomly mixing data of the sinusoid, the rectangular curve, and the sawtooth curve successfully. At the same time, the product matrix of the separation matrix and the random mixing matrix is presented in (18).

(a) Independent sources

(b) Recovery data

(c) Mixing data