Hardware Implementation of Approximate Fixed-point Divider for Machine Learning Optimization Algorithm

Division operation is necessary for many applications, especially optimization algorithms for machine learning. Usually, a certain degree of loss is acceptable in calculating nonsignificant intermediate variables for a considerable speed improvement. This paper proposes a specialized divider to acce...

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Bibliographic Details

Published in:	Asia Pacific Conference on Postgraduate Research in Microelectronics & Electronics (Online) pp. 22 - 25
Main Authors:	Han, Gandong, Zhang, Weiyi, Niu, Liting, Zhang, Chun, Wang, Zhihua, Wang, Ziqiang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.11.2022
Subjects:	Approximation algorithms Delays fast square root fixed-point division Hardware hardware acceleration Libraries Machine learning Machine learning algorithms optimization algorithm Throughput
ISSN:	2159-2160
Online Access:	Get full text
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