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Compact and Fast Machine Learning Accelerator for IoT Devices
Engelsk
Bogcover for Compact and Fast Machine Learning Accelerator for IoT Devices af Hantao Huang, Hao Yu, 9789811333224
Specifikationer
Sprog:
Engelsk
Sider:
149
ISBN-13:
9789811333224
Indbinding:
Hardback
ISBN-10:
981133322X
Kategori:
Udg. Dato:
18 dec 2018
Størrelse i cm:
16,1 x 24,1 x 1,6
Oplagsdato:
18 dec 2018
Forfatter(e):

Compact and Fast Machine Learning Accelerator for IoT Devices

Engelsk
Format:

Bog beskrivelse

This book presents the latest techniques for machine learning based data analytics on IoT edge devices. A comprehensive literature review on neural network compression and machine learning accelerator is presented from both algorithm level optimization and hardware architecture optimization. Coverage focuses on shallow and deep neural network with real applications on smart buildings. The authors also discuss hardware architecture design with coverage focusing on both CMOS based computing systems and the new emerging Resistive Random-Access Memory (RRAM) based systems. Detailed case studies such as indoor positioning, energy management and intrusion detection are also presented for smart buildings.

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Specifikationer
Sprog:
Engelsk
Sider:
149
ISBN-13:
9789811333224
Indbinding:
Hardback
ISBN-10:
981133322X
Kategori:
Udg. Dato:
18 dec 2018
Størrelse i cm:
16,1 x 24,1 x 1,6
Oplagsdato:
18 dec 2018
Forfatter(e):
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