An Efficient Streaming Accelerator for Low Bit-Width Convolutional Neural Networks

Convolutional Neural Networks (CNNs) have been widely applied in various fields, such as image recognition, speech processing, as well as in many big-data analysis tasks. However, their large size and intensive computation hinder their deployment in hardware, especially on the embedded systems with...

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Bibliographic Details
Main Authors: Qinyu Chen, Yuxiang Fu, Wenqing Song, Kaifeng Cheng, Zhonghai Lu, Chuan Zhang, Li Li
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/8/4/371