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An Adaptive Associative Memory Principle
April 1974 (vol. 23 no. 4)
pp. 444-445
T. Kohonen, Department of Technical Physics, Helsinki University of Technology
It is shown that an analog associative memory with optimal selectivity can be formed in adaptive processes which use learning algorithms related to the gradient method. The information is distributed throughout the memory by a matrix transform.
Index Terms:
Adaptive system, analog associative memory, associative recall, correlation matrix memory, distributed memory, learning system, pattern recognition, pseudoinverse matrix.
Citation:
T. Kohonen, "An Adaptive Associative Memory Principle," IEEE Transactions on Computers, vol. 23, no. 4, pp. 444-445, April 1974, doi:10.1109/T-C.1974.223960
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