Quantum Computing for the Brain: 4 - Rilegato

Swan, Melanie; Santos, Renato P. Dos; Lebedev, Mikhail; Witte, Frank

Rilegato

ISBN 10: 1800610610 ISBN 13: 9781800610613

Casa editrice: World Scientific Pub Co Inc, 2022

Riassunto

Quantum Computing for the Brain argues that the brain is the killer application for quantum computing. No other system is as complex, as multidimensional in time and space, as dynamic, as less well-understood, as of peak interest, and as in need of three-dimensional modeling as it functions in real-life, as the brain. Quantum computing has emerged as a platform suited to contemporary data processing needs, surpassing classical computing and supercomputing. This book shows how quantum computing's increased capacity to model classical data with quantum states and the ability to run more complex permutations of problems can be employed in brain applications. State-of-the-art methods and models are discussed such as quantum machine learning, tensor networks, Born machines, quantum kernel learning, wavelet transforms, Rydberg atom arrays, ion traps, boson sampling, graph-theoretic models, quantum optical machine learning, neuromorphic architectures, and spiking neural networks, quantum teleportation, and quantum walks. Quantum Computing for the Brain is a comprehensive one-stop resource for an improved understanding of the converging research frontiers of foundational physics, information theory, and neuroscience in the context of quantum computing.

Su questo libro

Informazioni sull?autore

"This far-ranging book explores approaches to understanding the brain through metaphorical connections to several cutting-edge information technologies and physics theories. The book proposes that these connections provide insights and tools for studying the brain and speculates on how these insights may advance neurobiology with nontraditional models of the brain. Along the way, the book provides concise surveys of the underlying concepts, motivations and applications in these fields."

Dettagli dell'edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 2022
• Lingua: Inglese
• ISBN 10: 1800610610
• ISBN 13: 9781800610613
• Rilegatura: Copertina rigida
• Numero di pagine: 526
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile