Non‐linear activation function approximation using a REMEZ algorithm

Abstract 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...

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Bibliographic Details
Main Authors: Samba Raju Chiluveru, Manoj Tripathy, Bibhudutta
Format: Article
Language:English
Published: Wiley 2021-10-01
Series:IET Circuits, Devices and Systems
Online Access:https://doi.org/10.1049/cds2.12058

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