Convolver Design and Convolve-Accumulate Unit Design for Low-Power Edge Computing

Convolution operations have a significant influence on the overall performance of a convolutional neural network, especially in edge-computing hardware design. In this paper, we propose a low-power signed convolver hardware architecture that is well suited for low-power edge computing. The basic ide...

Full description

Bibliographic Details
Main Authors: Hsu-Yu Kao, Xin-Jia Chen, Shih-Hsu Huang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/15/5081