A01=Frank Witte
A01=Melanie Swan
A01=Mikhail A Lebedev
A01=Renato P Dos Santos
Artificial Intelligence
Astrocytes
Author_Frank Witte
Author_Melanie Swan
Author_Mikhail A Lebedev
Author_Renato P Dos Santos
Brain
Calcium Signaling
Category=UYX
Connectomics
Entanglement
Entropy
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Foundational Physics
Gaussian Boson Sampling
High-dimensional Entanglement
Information Theory
Neural Signaling
Neuromorphic Architectures
Neuroscience
Optical Networks
Quantum Advantage
Quantum Computing
Quantum Information Science
Quantum Kernel Learning
Quantum Machine Learning
Quantum Optical Machine Learning
Quantum Teleportation
Quantum Tensor Networks
Quantum Walks
Quantum-many Body System
Qudits
Spiking Neural Networks
Synaptic Integration
Wavefunction
Product details
- ISBN 9781800610613
- Publication Date: 22 Jun 2022
- Publisher: World Scientific Europe Ltd
- Publication City/Country: GB
- Product Form: Hardback
Secure
checkout
Fast Shipping
Easy returns
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.
