£88.20

Springer Compact and Fast Machine Learning Accelerator for IoT Devices (Computer Architecture and Design Methodologies)

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£91.52 £36.41 £48.43 £60.46 £72.48 £84.51 £96.53 09 June 2024 05 November 2024 04 April 2025 01 September 2025 29 January 2026

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Description

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.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
18 December 2018
Listed Since
13 October 2018

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