A Universal Approximation Method and Optimized Hardware Architectures for Arithmetic Functions Based on Stochastic Computing

A Universal Approximation Method and Optimized Hardware Architectures for Arithmetic Functions Based on Stochastic Computing

Stochastic computing (SC) has been applied on the implementations of complex arithmetic functions. Complicated polynomial-based approximations lead to large hardware complexity of previous SC circuits for arithmetic functions. In this paper, a novel piecewise approximation method based on Taylor ser...

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Bibliographic Details
Main Authors: Zidi Qin, Yuou Qiu, Muhan Zheng, Hongxi Dong, Zhonghai Lu, Zhongfeng Wang, Hongbing Pan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Stochastic computing
arithmetic functions
approximation
VLSI architecture
Online Access:https://ieeexplore.ieee.org/document/9023974/

Internet

https://ieeexplore.ieee.org/document/9023974/

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