@article {IOPORT.01918992, author = {Robins, Anthony and McCallum, Simon}, title = {Catastrophic forgetting and the pseudorehearsal solution in Hopfield-type networks.}, year = {1998}, journal = {Connection Science}, volume = {10}, number = {2}, issn = {0954-0091}, pages = {121-135}, publisher = {Taylor \& Francis, Abingdon, Oxfordshire}, doi = {10.1080/095400998116530}, abstract = {Summary: Pseudorehearsal is a mechanism proposed by Robins which alleviates catastrophic forgetting in MLP networks. In this paper, we extend the exploration of pseudorehearsal to a Hopfield-type net. A solution to the catastrophic forgetting problem enables the ongoing or sequential learning of information in ANNs, and consequently also provides a framework for the modeling of lifelong learning/developmental effects in cognition. (Provider: Leibiger)}, msc2010 = {I.2.6 (I.6xx)}, identifier = {01918992}, }