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Towards Trustworthy Neuromorphic Computing: An Analysis of Hardware Security and Reliability Risks

Towards Trustworthy Neuromorphic Computing: An Analysis of Hardware Security and Reliability Risks

Hardcover

Series: Synthesis Lectures on Engineering, Science, and Technology

Technology & EngineeringGeneral Computers

PREORDER - Expected ship date February 10, 2026

ISBN10: 3032095859
ISBN13: 9783032095855
Publisher: Springer
Published: Feb 10 2026
Pages: 157
Language: English

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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General Computers