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Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing

Name: Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Brand: Springer, Berlin
SKU: 41551453
Price: 120.9 EUR
Availability: InStock
Author: Sudeep Pasricha
ISBN: 9783031195679

Sudeep Pasricha

Muhammad Shafique

Language

English

Book Hardback

Libristo code: 41551453

Publishers Springer, Berlin, November 2022

This book will present recent advances towards the goal of enabling efficient implementation of mach... Full description

Libristo code: 41551453

292 b

120.90 €

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This book will present recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus will be on presenting interesting and new use cases of applying machine learning to innovative application domains, exploring the efficient hardware design of efficient machine learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for energy-efficient and fast execution on resource-constrained hardware platforms, and understanding hardware-software codesign techniques for achieving even greater energy, reliability, and performance benefits.