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Artificial intelligence of neuromorphic systemsfrom digital, analogue, quantum, and brain-oriented computing to hybrid AI /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence of neuromorphic systemsKlaus Mainzer.
其他題名:	from digital, analogue, quantum, and brain-oriented computing to hybrid AI /
作者:	Mainzer, Klaus.
出版者:	Singapore :World Scientific,c2025.
面頁冊數:	1 online resource (x, 425 p.)
標題:	Neuromorphics.
電子資源:	https://www.worldscientific.com/worldscibooks/10.1142/13881#t=toc
ISBN:	9789811290084$q(ebook for institutions)

Artificial intelligence of neuromorphic systemsfrom digital, analogue, quantum, and brain-oriented computing to hybrid AI /
Mainzer, Klaus.

Artificial intelligence of neuromorphic systemsfrom digital, analogue, quantum, and brain-oriented computing to hybrid AI /[electronic resource] :Klaus Mainzer. - 1st ed. - Singapore :World Scientific,c2025. - 1 online resource (x, 425 p.) - World Scientific series on nonlinear science. series A, Monographs and treatises,vol. 991793-1010 ;. - World Scientific series on nonlinear science.series A,Monographs and treatises,vol. 99..

Includes bibliographical references (p. 309-410) and indexes.

Foundations of digital computing -- Complexity degrees of digital computing -- Foundations of real computing -- Complexity degrees of real computing -- Real computing of neural networks -- Digital limits of real computing -- Real solvability of real computing -- Limits and solvability of machine learning -- Limits and solvability of quantum computing -- Limits and solvability of relativistic computing -- Neurobiological and cognitive foundations of neuromorphic systems -- Technological prospects of electronic neuromorphic systems -- Technological prospects of photonic neuromorphic systems -- Strategic prospects of neuromorphic systems with sustainable and responsible AI.

"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"-- Provided by publisher.

ISBN: 9789811290084$q(ebook for institutions)Subjects--Topical Terms:

722871
Neuromorphics.

LC Class. No.: TA164.4 / .M35 2025

Dewey Class. No.: 006.3/2

Artificial intelligence of neuromorphic systemsfrom digital, analogue, quantum, and brain-oriented computing to hybrid AI /
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520 $a "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"-- Provided by publisher.
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