Structured Compression of Convolutional Neural Networks for Specialized Tasks

Structured Compression of Convolutional Neural Networks for Specialized Tasks

Convolutional neural networks (CNNs) offer significant advantages when used in various image classification tasks and computer vision applications. CNNs are increasingly deployed in environments from edge and Internet of Things (IoT) devices to high-end computational infrastructures, such as superco...

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Bibliographic Details
Main Authors: Freddy Gabbay, Benjamin Salomon, Gil Shomron
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Mathematics
Subjects:
machine learning
deep neural networks
convolutional neural network
structured compression
Online Access:https://www.mdpi.com/2227-7390/10/19/3679

Internet

https://www.mdpi.com/2227-7390/10/19/3679

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