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Overcoming Catastrophic Interference in Connectionist Networks Using Gram-Schmidt Orthogonalization

Connectionist models of memory storage have been studied for many years, and aim to provide insight into potential mechanisms of memory storage by the brain. A problem faced by these systems is that as the number of items to be stored increases across a finite set of neurons/synapses, the cumulative...

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Detalhes bibliográficos
Main Authors: Srivastava, Vipin, Sampath, Suchitra, Parker, David J.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4152133/
https://ncbi.nlm.nih.gov/pubmed/25180550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0105619
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