An FPGA-Based CNN Accelerator Integrating Depthwise Separable Convolution

An FPGA-Based CNN Accelerator Integrating Depthwise Separable Convolution

The Convolutional Neural Network (CNN) has been used in many fields and has achieved remarkable results, such as image classification, face detection, and speech recognition. Compared to GPU (graphics processing unit) and ASIC, a FPGA (field programmable gate array)-based CNN accelerator has great a...

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Bibliographic Details
Main Authors: Bing Liu, Danyin Zou, Lei Feng, Shou Feng, Ping Fu, Junbao Li
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Electronics
Subjects:
convolutional neural network (CNN)
field programmable gate array (FPGA)
depthwise separable convolution
accelerator
Online Access:http://www.mdpi.com/2079-9292/8/3/281

Internet

http://www.mdpi.com/2079-9292/8/3/281

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