Convolutional kernel function algebra

Many systems for image manipulation, signal analysis, machine learning, and scientific computing make use of discrete convolutional filters that are known before computation begins. These contexts benefit from common sub-expression elimination to reduce the number of calculations required, both mult...

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Bibliographic Details
Main Authors: Edward Stow, Paul H. J. Kelly
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2022.921454/full