Zero-Aware Low-Precision RNS Scaling Scheme

Scaling is one of the complex operations in the Residue Number System (RNS). This operation is necessary for RNS-based implementations of deep neural networks (DNNs) to prevent overflow. However, the state-of-the-art RNS scalers for special moduli sets consider the 2<i><sup>k</sup>...

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Bibliographic Details
Main Author: Amir Sabbagh Molahosseini
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/11/1/5