A Parameterized Parallel Design Approach to Efficient Mapping of CNNs onto FPGA

In recent years, Convolution Neural Networks (CNNs) have been widely applied to some artificial intelligence (AI) systems such as computer vision. Among many existing hardware accelerators, FPGA is regarded as a suitable platform for the implementation of CNNs because of its high energy efficiency a...

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Bibliographic Details
Main Authors: Ning Mao, Haigang Yang, Zhihong Huang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/5/1106