Quantum Computing For The Brain
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Author | : Melanie Swan |
Publisher | : Wspc (Europe) |
Total Pages | : 512 |
Release | : 2022 |
Genre | : Computers |
ISBN | : 9781800610613 |
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.
Author | : Roger Penrose |
Publisher | : Oxford Paperbacks |
Total Pages | : 634 |
Release | : 1999-03-04 |
Genre | : Computers |
ISBN | : 0192861980 |
Winner of the Wolf Prize for his contribution to our understanding of the universe, Penrose takes on the question of whether artificial intelligence will ever approach the intricacy of the human mind. 144 illustrations.
Author | : Melanie Swan |
Publisher | : World Scientific |
Total Pages | : 551 |
Release | : 2022-05-30 |
Genre | : Computers |
ISBN | : 1800610637 |
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.
Author | : Vladimir G. Ivancevic |
Publisher | : Springer Science & Business Media |
Total Pages | : 938 |
Release | : 2010-01-18 |
Genre | : Computers |
ISBN | : 9048133505 |
Quantum Neural Computation is a graduate–level monographic textbook. It presents a comprehensive introduction, both non-technical and technical, into modern quantum neural computation, the science behind the fiction movie Stealth. Classical computing systems perform classical computations (i.e., Boolean operations, such as AND, OR, NOT gates) using devices that can be described classically (e.g., MOSFETs). On the other hand, quantum computing systems perform classical computations using quantum devices (quantum dots), that is devices that can be described only using quantum mechanics. Any information transfer between such computing systems involves a state measurement. This book describes this information transfer at the edge of classical and quantum chaos and turbulence, where mysterious quantum-mechanical linearity meets even more mysterious brain’s nonlinear complexity, in order to perform a super–high–speed and error–free computations. This monograph describes a crossroad between quantum field theory, brain science and computational intelligence.
Author | : Jeffrey Satinover |
Publisher | : |
Total Pages | : 296 |
Release | : 2001-04-09 |
Genre | : Psychology |
ISBN | : |
"The Quantum Brain is the first great book of the 21st century-and the first definitively 21st century book. It will be read with admiration and amazement."-George Gilder, bestselling author and publisher of the Gilder Technology Report "Many authors have written about one or two of the topics covered in The Quantum Brain. Jeffrey Satinover's book is unique in trying to tie everything together."-Michael E. Kellman, Professor of Theoretical Chemistry, University of Oregon "Thoroughly researched . . . and told as a gripping tale, thanks to Dr. Satinover's . . . gift for the narrative. A marvelous introduction to the most fascinating question the human brain can address: its own working."-R. Shankar, Professor of Physics and Applied Physics, Yale University "A thrilling journey through the world of brain research. The author has set new standards for popular science writing by making arcane topics . . . easy to follow. A tapestry of insights."-Jack Tuszynski, Professor of Physics, University of Alberta "I wish I had written this visionary book."-Professor Hugo de Garis, Head, Starbrain Project, Starlab's Artificial Brain Project
Author | : Roger Penrose |
Publisher | : Oxford University Press, USA |
Total Pages | : 484 |
Release | : 1994 |
Genre | : Computers |
ISBN | : 9780195106466 |
Presents the author's thesis that consciousness, in its manifestation in the human quality of understanding, is doing something that mere computation cannot; and attempts to understand how such non-computational action might arise within scientifically comprehensive physical laws.
Author | : Alyssa Ney |
Publisher | : Oxford University Press |
Total Pages | : 244 |
Release | : 2013-03-28 |
Genre | : Philosophy |
ISBN | : 019979054X |
This is a new volume of original essays on the metaphysics of quantum mechanics. The essays address questions such as: What fundamental metaphysics is best motivated by quantum mechanics? What is the ontological status of the wave function? What is the nature of the fundamental space (or space-time manifold) of quantum mechanics?
Author | : John Gribbin |
Publisher | : Prometheus Books |
Total Pages | : 314 |
Release | : 2014-03-04 |
Genre | : Science |
ISBN | : 1616149221 |
A mind-blowing glimpse into the near future, where quantum computing will have world-transforming effects. The quantum computer is no longer the stuff of science fiction. Pioneering physicists are on the brink of unlocking a new quantum universe which provides a better representation of reality than our everyday experiences and common sense ever could. The birth of quantum computers - which, like Schrödinger's famous "dead and alive" cat, rely on entities like electrons, photons, or atoms existing in two states at the same time - is set to turn the computing world on its head. In his fascinating study of this cutting-edge technology, John Gribbin updates his previous views on the nature of quantum reality, arguing for a universe of many parallel worlds where "everything is real." Looking back to Alan Turing's work on the Enigma machine and the first electronic computer, Gribbin explains how quantum theory developed to make quantum computers work in practice as well as in principle. He takes us beyond the arena of theoretical physics to explore their practical applications - from machines which learn through "intuition" and trial and error to unhackable laptops and smartphones. And he investigates the potential for this extraordinary science to create a world where communication occurs faster than light and teleportation is possible. This is an exciting insider's look at the new frontier of computer science and its revolutionary implications.
Author | : Julian Brown |
Publisher | : Simon and Schuster |
Total Pages | : 404 |
Release | : 2001-08-14 |
Genre | : Computers |
ISBN | : 0684870045 |
A Science journalist reveals the existence of the world's first quantum computer--created by a team of Silicon Valley researchers and able to simultaneously compute all possible solutions to a problem, making it the most powerful computer in the world.
Author | : Werner Loewenstein |
Publisher | : |
Total Pages | : 354 |
Release | : 2013-01-29 |
Genre | : Science |
ISBN | : 0465029841 |
Eminent biophysicist Loewenstein seeks an answer in the mechanisms of physics. Bringing information theory--the idea that all information can be quantified and encoded in bits--to bear on recent advances in the neurosciences, he reveals a web of immense computational power inside the brain.