ARTIFICIAL INTELLIGENCE OF NEUROMORPHIC SYSTEMS: From Digital, Analogue, Quantum, and Brain-Oriented Computing to Hybrid AI (World Scientific Series on Nonlinear Science Series A, Band 99) - Hardcover

Mainzer Klaus

Hardcover

ISBN 10: 9811290075 ISBN 13: 9789811290077

Verlag: World Scientific, 2025

Inhaltsangabe

This book argues for neuromorphic systems as a technology of the future, which are oriented towards the energy efficiency of natural brains. Energy efficiency is a dramatic claim in times of environmental and climate challenges which should consider the sustainability goals of the United Nations (UN). Mathematically, neuromorphic computing is connected to analogue ('real') computing, which theoretically overcomes the limits of digital Turing computability. Therefore, the book also considers material sciences and engineering sciences which start to realize neuromorphic computing in hardware. Other mathematical formalisms such as quantum mechanics also open up new solutions (e.g., quantum computing) beyond the limits of digital Turing computability. These research fields are no longer merely of theoretical interest, they promise increasing innovation power of market interest. Nevertheless, neuromorphic computing is connected with deep logical, mathematical, and epistemic questions. Does it open new avenues to Artificial General Intelligence (AGI)? All these tendencies of research and innovation demonstrate that we need more integrated research in the foundations of logic, mathematics, physics, engineering sciences, cognitive science, and philosophy. The book is a plea for this kind of research.

Details zur Ausgabe

• Verlag: World Scientific
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 9811290075
• ISBN 13: 9789811290077
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 436
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland