Proceedings of the IEEE-INNS-ENNS Internationalâ€¦

27 July 2000

TLDR

A general property of the /spl alpha/-logarithm is expected to be effective to speedup of convergence, i.e., on the improvement of learning aptitude.Expand

The convex divergence is used as a surrogate function for obtaining a class of ICA algorithms (Independent Component Analysis) called the f-ICA. The convex divergence is a super class ofâ€¦ Expand

Methods to combine speedup terms and supervisory concept injection are presented. The speedup is based upon iterative optimization of the convex divergence. The injection of supervisory informationâ€¦ Expand