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: 9783031195679
Price: 648.29 RON
Availability: InStock

Autor: Sudeep Pasricha, Muhammad Shafique

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Legare: Copertă tare

Editura: Springer, Berlin

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

Informații despre carte

Autor

Sudeep Pasricha, Muhammad Shafique

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2023

Pagini

592

EAN

9783031195679

Enbook ID

41551453

Editura

Springer, Berlin

Greutate

770

Dimensiuni

155 x 235

Descriere completă

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.

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

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