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Flexible Kernel Memory

This paper introduces a new model of associative memory, capable of both binary and continuous-valued inputs. Based on kernel theory, the memory model is on one hand a generalization of Radial Basis Function networks and, on the other, is in feature space, analogous to a Hopfield network. Attractors...

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Detalles Bibliográficos
Autores principales: Nowicki, Dimitri, Siegelmann, Hava
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2883999/
https://www.ncbi.nlm.nih.gov/pubmed/20552013
http://dx.doi.org/10.1371/journal.pone.0010955

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