Title :
Continuous unlearning in neural networks
Author :
Youn, C.H. ; Kak, S.C.
Author_Institution :
Louisiana State Univ., Baton Rouge, LA, USA
Abstract :
An algorithm is described that improves the performance of Hopfield neural networks. This algorithm involves a continuous unlearning of spurious memories that goes together with the learning of the memories to be stored. The proposed algorithm is a variant of the Hebbian learning rule.
Keywords :
learning systems; neural nets; Hebbian learning rule; Hopfield neural networks; continuous unlearning; spurious memories;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19890145
