An effective associative memory for pattern recognition

Details An effective associative memory for pattern recognition An effective associative memory for pattern recognition

2004-02-19

arxiv.org/abs/cond-mat/0402500v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

5 pages, 4 eps-figures, Lecture on 5th International Symposium on Intelligent Data Analysis-2003

Scientific paper

Neuron models of associative memory provide a new and prospective technology for reliable date storage and patterns recognition. However, even when the patterns are uncorrelated, the efficiency of most known models of associative memory is low. We developed a new version of associative memory with record characteristics of its storage capacity and noise immunity, which, in addition, is effective when recognizing correlated patterns.

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