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Efficient, Geometry-Based Convolution

Published in IEEE Access • Jan 1, 2022
Authors:
Chanon Khongprasongsiri
,
Watcharapan Suwansantisuk
,
Pinit Kumhom

Abstract

Several computationally intensive applications in machine learning, signal processing, and computer vision call for convolution between a fixed vector and each of the incoming vectors. Often, the convolution need not be exact because a subsequent processing unit, such as an activation function in a ...

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