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Convergence in Iteratively Formed Correlation Matrix Memories
August 1975 (vol. 24 no. 8)
pp. 827-830
R.J. Reid, Department of Computer Science, Michigan State University
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.
Index Terms:
Associative memory, associative recall, correlation matrix memory, improving associative recollections, iteratively formed associations.
Citation:
R.J. Reid, J.S. Frame, "Convergence in Iteratively Formed Correlation Matrix Memories," IEEE Transactions on Computers, vol. 24, no. 8, pp. 827-830, Aug. 1975, doi:10.1109/T-C.1975.224314
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