Code: 46636742

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: 46636742
Price: 85.67 EUR
Availability: InStock
Author: Sudeep Pasricha
ISBN: 9783031195709

by Sudeep Pasricha, Muhammad Shafique

Language: English
Binding: Paperback
Number of pages: 412
Publisher: Springer, Berlin, 2024
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Book synopsis

This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is 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.

Book details

Book category Books in English Computing & information technology Computer hardware Embedded systems

85.67 €

Full title: Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing
Subtitle: Hardware Architectures
Author: Sudeep Pasricha, Muhammad Shafique
Language: English
Binding: Paperback
Number of pages: 412
EAN: 9783031195709
ID: 46636742
Publisher: Springer, Berlin
Weight: 645 g
Dimensions: 235 × 155 mm
Published: 2024