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Towards Trustworthy Neuromorphic Computing

An Analysis of Hardware Security and Reliability Risks

Gebonden Engels 2026 9783032095855
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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.

Specificaties

ISBN13:9783032095855
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:132
Uitgever:Springer Nature Switzerland

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Inhoudsopgave

Introduction.- Background.- Related Work.- Fault Injection in Logic-in-Memory Architectures.- Deliberately Flipping Bits in Memristive Crossbar Arrays.- Instrumentation Platform for Non-Volatile Memory Technologies.- Conclusion.

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          Towards Trustworthy Neuromorphic Computing