Deep Learning on Edge Computing Devices: Design Challenges of Algorithm and Architecture

Zhou, Xichuan; Liu, Haijun; Shi, Cong; Liu, Ji

ISBN 10: 0323857833 / ISBN 13: 9780323857833

Published by Elsevier, 2022

About this Item

Seller Inventory # 390185436

Bibliographic Details

Title: Deep Learning on Edge Computing Devices: ...

Publisher: Elsevier

Publication Date: 2022

Binding: Soft cover

Condition: New

About this title

Synopsis:

Deep Learning on Edge Computing Devices: Design Challenges of Algorithm and Architecture focuses on hardware architecture and embedded deep learning, including neural networks. The title helps researchers maximize the performance of Edge-deep learning models for mobile computing and other applications by presenting neural network algorithms and hardware design optimization approaches for Edge-deep learning. Applications are introduced in each section, and a comprehensive example, smart surveillance cameras, is presented at the...

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