Towards Trustworthy Neuromorphic Co - E-book

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Towards Trustworthy Neuromorphic Computing - ENG

An Analysis Of Hardware Security And Reliability Risks

Felix Staudigl; Rainer Leupers

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Sinopsis

ISBN:	9783032095862
Formato:	ePub
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Computadoras
Subtema:	Arquitectura de Sistemas general
Año de publicación:	2026-01-22

This book explores the reliability and security challenges of Computing-in-Memory (CIM), a promising approach to overcoming the limitations of traditional computing. It examines the weaknesses of memristive devices, which are key to this technology, and presents practical methods to improve their stability and security. Key topics include a fault injection platform for testing reliability, the NeuroHammer attack, which exposes security risks, and the NeuroBreakoutBoard, a hardware tool for evaluating real devices. By bridging theory and practice, this book is essential for researchers, engineers, and industry professionals working on next-generation computing systems.

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