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Quantum Computing For The Brain

Quantum Computing For The Brain
Author: Melanie Swan
Publisher: World Scientific
Total Pages: 551
Release: 2022-05-30
Genre: Computers
ISBN: 1800610637

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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.


Quantum Computing for the Brain

Quantum Computing for the Brain
Author: Melanie Swan
Publisher: Wspc (Europe)
Total Pages: 512
Release: 2022
Genre: Computers
ISBN: 9781800610613

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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.


The Quantum Brain

The Quantum Brain
Author: Jeffrey Satinover
Publisher:
Total Pages: 296
Release: 2001-04-09
Genre: Psychology
ISBN:

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"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


The Emperor's New Mind

The Emperor's New Mind
Author: Roger Penrose
Publisher: Oxford Paperbacks
Total Pages: 634
Release: 1999-03-04
Genre: Computers
ISBN: 0192861980

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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.


Quantum Computing Since Democritus

Quantum Computing Since Democritus
Author: Scott Aaronson
Publisher: Cambridge University Press
Total Pages: 403
Release: 2013-03-14
Genre: Computers
ISBN: 0521199565

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Takes students and researchers on a tour through some of the deepest ideas of maths, computer science and physics.


Quantum Neural Computation

Quantum Neural Computation
Author: Vladimir G. Ivancevic
Publisher: Springer Science & Business Media
Total Pages: 938
Release: 2010-01-18
Genre: Computers
ISBN: 9048133505

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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.


Frontiers in Quantum Computing

Frontiers in Quantum Computing
Author: Luigi Maxmilian Caligiuri
Publisher:
Total Pages: 428
Release: 2020-10
Genre:
ISBN: 9781536185157

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Quantum Computing is an ever-increasing field of interest both from a conceptual and applied standpoint. Quantum Computing, belonging to the so called "Quantum Information Science", is founded on the principles of Quantum Mechanics and Information Science. Quantum Mechanics has radically changed our vision and understanding of the physical reality and has had also an enormous technological and societal impact. On the other hand, the developing of Information Theory, including computer science and communications theory, made possible the information "revolution" which had a deep impact on our everyday life. Quantum Computing then relates to the possibility to represent, process and manipulate information by using the principles of quantum mechanics. Apart the theoretical importance of quantum computing to further understand the quantum mechanical behavior of physical systems and the physical foundation of information itself at the most elementary level, probably the most interesting feature of Quantum Computing is related to the possibility to design and realize an actual quantum computer which processes information in the form of quantum-bits or qubits. The great interest of scientific community in the realization of such devices mainly concerns the common believe they could be enormously faster than their classical counterparts so allowing their employment in all the applied fields where computational power is a key feature. Furthermore, the study of Quantum Computing, both at the physical and computational level, would be very important for a deeper understanding of the quantum behavior of a very wide range of physical systems including condensed matter, living systems, elementary particles, astrophysical structures and so on. Despite the general theoretical basis of quantum computing are sufficiently understood, the actual realization of a general - purpose and really usable quantum computer has posed great difficulties so far, mainly related to the issue of "quantum decoherence", the computational speed and scalability many of which still remain substantially unsolved. This volume doesn't mean to represent a complete or a beginner guide to Quantum Computing but has the aim to present some of its most interesting and fascinating developments in different frontier areas related to both theoretical and applied aspects, such, for example, the possibility to realize a quantum superfast "hypercomputing" system using water molecules as physical substrate to process, storage and retrieve information; the connection between quantum computers and quantum gravity; the development of an "instantaneous quantum computer algorithm"; the realization of a universal quantum computer, of a brain-like quantum supercomputer and many others frontiers topics. The target audience of this book is then composed by scientists and researchers interested in the most advanced theoretical and applied developments of quantum computation and quantum information.


Mathematical Foundations of Quantum Mechanics

Mathematical Foundations of Quantum Mechanics
Author: John von Neumann
Publisher: Princeton University Press
Total Pages: 462
Release: 1955
Genre: Mathematics
ISBN: 9780691028934

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A revolutionary book that for the first time provided a rigorous mathematical framework for quantum mechanics. -- Google books


The Brain: Fuzzy Arithmetic to Quantum Computing

The Brain: Fuzzy Arithmetic to Quantum Computing
Author: Armando Freitas Rocha
Publisher: Springer
Total Pages: 230
Release: 2006-06-23
Genre: Science
ISBN: 3540323570

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We could start writing this book by saying, with several other authors, that the brain is the most powerful and complex information processing device known, whether naturally developed or created artificially. Although we fully agree with this statement, in doing so we would be misleading the reader, in the sense that the present book basically aims to formalize the knowledge concerning brain physiology accumulated over the past few decades. Instead of merely describing the complexity of the cerebral str- ture or presenting a collection of commentaries and reviews of interesting experimental results, we take into account novel achievements in quantum information and quantum computation, and avail ourselves of recently - veloped mathematical tools. Neuroscience was bom in the 19'~ century with the works of Paul Brocca. However, this fledgling field experienced a boom only in recent times, following the development of powerful non-invasive techniques for probing the neural circuitry supporting the complex cognitive functions of the human brain. Although sophisticated mathematical models and phy- cal theories are the basic tools behind the conceptual foundations and a- lytical implementation of these modem techniques, to the best of our knowledge no effort was made to formalize the actual knowledge about brain function into a coherent theoretical framework incorporating the - cent developments in mathematical and physical science. Addressing this lack was our first motivation in writing this book.


Computing with Quantum Cats

Computing with Quantum Cats
Author: John Gribbin
Publisher: Prometheus Books
Total Pages: 314
Release: 2014-03-04
Genre: Science
ISBN: 1616149221

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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.