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Priority-based Soft Vector Quantization Feature Maps

Published • Jul 1, 2018
NobleIDNI6P79W43R25S73
Authors:
Prayag Gowgi
,
Amrutha Machireddy
,
Shayan Srinivasa Garani

Abstract

Vector quantization techniques using self-organizing maps (SOM) and its variants are popularly used for applications in contextual data clustering, data visualization and high-dimensional data exploration. The update rule in a SOM is based on competitive learning using a neighborhood function that m...

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