Artificial Intelligence Of Neuromorphic Systems: From Digital, Analogue, Quantum, And Brain-oriented Computing...

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Klaus Mainzer (Technical University Of Munich, Germany)

Artificial Intelligence Of Neuromorphic Systems

From Digital, Analogue, Quantum, And Brain-oriented Computing To Hybrid Ai

Klaus Mainzer (Technical University Of Munich, Germany)

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English

World Scientific Publishing Co Pte Ltd
07 January 2025

Mathematical logic; Artificial intelligence

Series: World Scientific Series on Nonlinear Science Series A

Summary
Details

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.

By: Klaus Mainzer (Technical University Of Munich Germany)
Imprint: World Scientific Publishing Co Pte Ltd
Country of Publication: Singapore
Volume: 99
ISBN: 9789811290077
ISBN 10: 9811290075
Series: World Scientific Series on Nonlinear Science Series A
Pages: 436
Publication Date: 07 January 2025
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Active