Towards Trustworthy Neuromorphic Computing

An Analysis of Hardware Security and Reliability Risks

von Felix Staudigl, Rainer Leupers

132 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Reihe: Synthesis Lectures on Engineering, Science, and Technology
• Themen: Informatik und Informationstechnologie Computerhardware Eingebettete Systeme
• ISBN: 9783032095855
• Sprache: Englisch
• Erscheinungsdatum: 23.01.2026
• Größe: 24 x 16.8 cm
• Verlag: Springer International Publishing