Non‐linear activation function approximation using a REMEZ algorithm

Here a more accurate piecewise approximation (PWA) scheme for non‐linear activation function is proposed. It utilizes a precision‐controlled recursive algorithm to predict a sub‐range; after that, the REMEZ algorithm is used to find the corresponding approximation function. The PWA realized in three...

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Bibliographic Details

Published in:	IET circuits, devices & systems Vol. 15; no. 7; pp. 630 - 640
Main Authors:	Chiluveru, Samba Raju, Tripathy, Manoj, Bibhudutta
Format:	Journal Article
Language:	English
Published:	John Wiley & Sons, Inc 01.10.2021 Wiley
Subjects:	Algorithms CMOS memory circuits Comparative analysis content‐addressable storage integrated circuit design memristor circuits Monte Carlo methods
ISSN:	1751-858X, 1751-8598
Online Access:	Get full text
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