A survey of convolutional neural networks on edge with reconfigurable computing

The convolutional neural network (CNN) is one of the most used deep learning models for image detection and classification, due to its high accuracy when compared to other machine learning algorithms. CNNs achieve better results at the cost of higher computing and memory requirements. Inference of c...

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Bibliographic Details
Main Author: Véstias, Mário (author)
Format: article
Language:eng
Published: 2019
Subjects:
Deep learning
Convolutional neural network
Reconfigurable computing
Field-programmable gate array
Edge inference
Online Access:http://hdl.handle.net/10400.21/10502
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/10502

Internet

http://hdl.handle.net/10400.21/10502

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