Quantum Computing for the Brain - Couverture rigide

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

Couverture rigide

ISBN 10 : 1800610610 ISBN 13 : 9781800610613

Editeur : World Scientific Europe Ltd, 2022

Synopsis

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 neuroscience applications such as neural signaling and synaptic integration. State-of-the-art methods 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, 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.

A propos du livre

À propos de l?auteur

"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."

Détails de l'édition

• Éditeur: World Scientific Europe Ltd
• Date d'édition: 2022
• Langue: anglais
• ISBN 10: 1800610610
• ISBN 13: 9781800610613
• Reliure: Relié
• Nombre de pages: 552
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible