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Machine Learning Using Approximate Computing

Published in MDPI AG • Apr 1, 2025
NobleIDNI8P69W96R96S48
Authors:
Padmanabhan Balasubramanian
,
Syed Mohammed Mosayeeb Al Hady Zaheen
,
Douglas L. Maskell

Abstract

Approximate computation has emerged as a promising alternative to accurate computation, particularly for applications that can tolerate some degree of error without significant degradation of the output quality. This work analyzes the application of approximate computing for machine learning, specif...

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