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Convergence in Iteratively Formed Correlation Matrix Memories

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2 Author(s)
Reid, R.J. ; Department of Computer Science, Michigan State University ; Frame, J.S.

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.

Published in:

Computers, IEEE Transactions on  (Volume:C-24 ,  Issue: 8 )