Embedded Machine Learning for Cyber-Physical IoT and Edge Computing Hardware Architectures at Meripustak

Embedded Machine Learning for Cyber-Physical IoT and Edge Computing Hardware Architectures

Books from same Author: Sudeep Pasricha And Muhammad Shafique

Books from same Publisher: Springer

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  • General Information  
    Author(s)Sudeep Pasricha And Muhammad Shafique
    PublisherSpringer
    Edition1st Edition
    ISBN9783031195679
    Pages426
    BindingHardcover
    Publish YearOctober 2023

    Description

    Springer Embedded Machine Learning for Cyber-Physical IoT and Edge Computing Hardware Architectures by Sudeep Pasricha And Muhammad Shafique

    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.