Embedded Artificial Intelligence: Real-Life Applications and Case Studies (1)

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Synopsis
This book explores the role of embedded AI in revolutionizing industries such as healthcare, transportation, manufacturing, and retail. It begins by introducing the fundamentals of AI and embedded systems and specific challenges and opportunities. A key focus of this book is developing efficient and effective algorithms and models for embedded AI systems, as embedded systems have limited processing power, memory, and storage. It discusses a variety of techniques for optimizing algorithms and models for embedded systems, including hardware acceleration, model compression, and quantization.Key features: Explores security experiments in emerging post‑CMOS technologies using AI, including side channel attack‑resistant embedded systems Discusses different hardware and software platforms available for developing embedded AI applications, as well as the various techniques used to design and implement these systems Considers ethical and societal implications of embedded AI vis‑a‑vis the need for responsible development and deployment of embedded AI systems Focuses on application‑based research and case studies to develop embedded AI systems for real‑life applications Examines high‑end parallel systems to run complex AI algorithms and comprehensive functionality while maintaining portability and power efficiency This reference book is for students, researchers, and professionals interested in embedded AI and relevant branches of computer science, electrical engineering, or artificial intelligence.
Copyright:
2025

Book Details

Book Quality:
Publisher Quality
Book Size:
324 Pages
ISBN-13:
9781040304747
Related ISBNs:
9781040304679, 9781032766607, 9781003481089
Publisher:
CRC Press
Date of Addition:
Copyrighted By:
selection and editorial matter, Arpita Nath Boruah, Mrinal Goswami, Manoj Kumar, Octavio Loyola-González
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.
Edited by:
Arpita Nath Boruah
Edited by:
Mrinal Goswami
Edited by:
Manoj Kumar
Edited by:
Octavio Loyola-González

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