Convergence in Iteratively Formed Correlation Matrix Memories

1 August 1975

journal article
Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Computers

Vol. C-24 (8) , 827-830
https://doi.org/10.1109/T-C.1975.224314

Abstract

Correlation matrix memories are formed iteratively given a single cue-response pair at a time to be stored in an associative anner. If the cues presented are not orthogonal, the memory provides imperfect recollections after a single training exposure; however, if the cues are linearly independent, repetitions of the exposures can lead to ultimate perfect memorization and recollection ability.

Keywords

ASSOCIATIVE MEMORY
ASSOCIATIVE RECALL
CORRELATION MATRIX MEMORY
IMPROVING ASSOCIATIVE RECOLLECTIONS
ITERATIVELY FORMED ASSOCIATIONS.

This publication has 2 references indexed in Scilit:

Representation of Associated Data by Matrix Operators
IEEE Transactions on Computers, 1973
Correlation Matrix Memories
IEEE Transactions on Computers, 1972