DATA CLUSTERING SYSTEM AND READ VOLTAGE DETERMINATION APPARATUS FOR MEMORY DEVICE USING THE DATA CLUSTERING SYSTEM
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United States of America
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Issued Date -
Dec 5, 2024
app pub date -
Dec 6, 2023
filing date -
Dec 6, 2023
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Abstract
A data clustering system includes: an initialization circuit configured to receive a data set including a plurality of samples and a number K of groups, where K is a natural number, and determine at least a part number of initial centroids based on frequency of a data value of the sample, wherein the number of initial centroids corresponds to the number K of groups; and a classification circuit configured to group the plurality of samples based on a distance between the data value corresponding to the sample and each of centroids.
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