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In this letter, a new self-organizing map (SOM) algorithm with computational cost O(log<sub>2</sub>M) is proposed where M<sup>2</sup> is the size of a feature map. The first SOM algorithm with O(M<sup>2 </sup>) was originally proposed by Kohonen. The proposed algorithm is composed of the subdividing method and the binary search method. The proposed(More)
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