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Enforced knowledge extraction with BP-networks

Publication at Faculty of Mathematics and Physics |
2007

Abstract

The new SCGIR-method supports very fast training of BP-networks with a simultaneous enforcement of a transparent internal representation. This strategy reflects the concept of learning with hints of Abu Mostafa that is expected to improve generalization.