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Viac informácií o knihe Compact and Fast Machine Learning Accelerator for IoT Devices

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 335 bodov

Anotácia knihy

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.

Parametre knihy

• Celý názov: Compact and Fast Machine Learning Accelerator for IoT Devices
• Autor: Hantao Huang, Hao Yu
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 149
• EAN: 9789811333224
• ID: 20407324
• Nakladateľ: Springer Verlag, Singapore
• Hmotnosť: 388 g
• Rozmery: 161 × 241 × 16 mm
• Dátum vydania: 18. December 2018

Obľúbené z iného súdka

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