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Catastrophic Forgetting in Connectionist Networks
Robert M. French (University of Liège)
Encyclopedia of Cognitive Science
DOI: 10.1002/0470018860.s00096 (Computer Science)
License: not stated (all rights reserved)
Abstract: Abstract Unlike human brains, connectionist networks can forget previously learned information suddenly and completely (‘catastrophically’) when learning new information. Various solutions to this problem have been proposed.
Published on 20 Dec. 2005