CNN2Gate: An Implementation of Convolutional Neural Networks Inference on FPGAs with Automated Design Space Exploration

CNN2Gate: An Implementation of Convolutional Neural Networks Inference on FPGAs with Automated Design Space Exploration

Convolutional Neural Networks (CNNs) have a major impact on our society, because of the numerous services they provide. These services include, but are not limited to image classification, video analysis, and speech recognition. Recently, the number of researches that utilize FPGAs to implement CNNs...

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Bibliographic Details
Main Authors: Alireza Ghaffari, Yvon Savaria
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Electronics
Subjects:
automated high-level synthesis
Convolutional Neural Network (CNN)
design-space exploration
FPGA
hardware optimization
hardware-aware FPGA fitter
Online Access:https://www.mdpi.com/2079-9292/9/12/2200

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https://www.mdpi.com/2079-9292/9/12/2200

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