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>...
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 |
Similar Items
-
An RNS-Based Initial Absolute Position Estimator for Electrical Encoders
by: Gian Carlo Cardarilli, et al.
Published: (2023-01-01) -
Explicit construction of girth-eight QC-LDPC codes and its application in CRT method
by: Guo-hua ZHANG, et al.
Published: (2012-03-01) -
Explicit construction of girth-eight QC-LDPC codes and its application in CRT method
by: Guo-hua ZHANG, et al.
Published: (2012-03-01) -
An Efficient CRT-Base Power-of-Two Scaling in Minimally Redundant Residue Number System
by: Mikhail Selianinau, et al.
Published: (2022-12-01) -
On weakly prime-additive numbers with length $4k+3$
by: Fang, Jin-Hui, et al.
Published: (2024-05-01)