feature extraction as function decomposition

While expanding its semantic network Asa H has reported to me that feature extraction can be taken to be function decomposition.  That is, feature detectors aim to decompose input patterns into sub-patterns, each sub-pattern representing its own simpler function, at least as an approximation.