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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Bibliographic Details
Main Authors: Dimitri Nowicki, Hava Siegelmann
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2010-06-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/20552013/pdf/?tool=EBI