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Author: Massimiliano Di Ventra
Publisher: Oxford University Press
ISBN: 0192845322
Category : Machine learning
Languages : en
Pages : 385
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Book Description
MemComputing is a new computing paradigm that employs time non-locality (memory) to both process and store information. This book, written by the originator of this paradigm, explains the main ideas behind MemComputing, explores its theoretical foundations, and shows its applicability to a wide variety of combinatorial optimization problems, machine learning, and quantum mechanics. The book is ideal for graduate students in Physics, Computer Science, Electrical Engineering, and Mathematics, as well as researchers in both academia and industry interested in unconventional computing. The author relies on extensive margin notes, important remarks, and many illustrations to better explain the main concepts and clarify jargon, making the book as self-contained as possible. The reader will be guided from the basic notions to the more advanced ones with an always clear and engaging writing style. Along the way, the reader will appreciate the advantages of this computing paradigm and the major differences that set it apart from the prevailing Turing model of computation, and even quantum computing.
Author: Massimiliano Di Ventra
Publisher: Oxford University Press
ISBN: 0192845322
Category : Machine learning
Languages : en
Pages : 385
Get Book Here
Book Description
MemComputing is a new computing paradigm that employs time non-locality (memory) to both process and store information. This book, written by the originator of this paradigm, explains the main ideas behind MemComputing, explores its theoretical foundations, and shows its applicability to a wide variety of combinatorial optimization problems, machine learning, and quantum mechanics. The book is ideal for graduate students in Physics, Computer Science, Electrical Engineering, and Mathematics, as well as researchers in both academia and industry interested in unconventional computing. The author relies on extensive margin notes, important remarks, and many illustrations to better explain the main concepts and clarify jargon, making the book as self-contained as possible. The reader will be guided from the basic notions to the more advanced ones with an always clear and engaging writing style. Along the way, the reader will appreciate the advantages of this computing paradigm and the major differences that set it apart from the prevailing Turing model of computation, and even quantum computing.
Author: Massimiliano Di Ventra
Publisher: Springer Nature
ISBN: 3031256255
Category : Technology & Engineering
Languages : en
Pages : 71
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Book Description
This book, written by two pioneers in the field, provides a clear and concise description of memristors and other memory elements. It stresses the difference between their mathematical definition and physical reality. The reader will then be able to distinguish between what is experimentally realizable and various fictitious claims that plague the scientific literature. The discussion is kept simple enough that the book should be easily accessible not only to graduate students and researchers in Physics and Engineering, but also to undergraduate students interested in this topic.
Author: Susan Stepney
Publisher: Springer
ISBN: 3319658263
Category : Computers
Languages : en
Pages : 335
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Book Description
This book is concerned with computing in materio: that is, unconventional computing performed by directly harnessing the physical properties of materials. It offers an overview of the field, covering four main areas of interest: theory, practice, applications and implications. Each chapter synthesizes current understanding by deliberately bringing together researchers across a collection of related research projects. The book is useful for graduate students, researchers in the field, and the general scientific reader who is interested in inherently interdisciplinary research at the intersections of computer science, biology, chemistry, physics, engineering and mathematics.
Author: Ken Steiglitz
Publisher: Princeton University Press
ISBN: 0691184178
Category : Mathematics
Languages : en
Pages : 255
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Book Description
The genesis of the digital idea and why it transformed civilization A few short decades ago, we were informed by the smooth signals of analog television and radio; we communicated using our analog telephones; and we even computed with analog computers. Today our world is digital, built with zeros and ones. Why did this revolution occur? The Discrete Charm of the Machine explains, in an engaging and accessible manner, the varied physical and logical reasons behind this radical transformation. The spark of individual genius shines through this story of innovation: the stored program of Jacquard’s loom; Charles Babbage’s logical branching; Alan Turing’s brilliant abstraction of the discrete machine; Harry Nyquist’s foundation for digital signal processing; Claude Shannon’s breakthrough insights into the meaning of information and bandwidth; and Richard Feynman’s prescient proposals for nanotechnology and quantum computing. Ken Steiglitz follows the progression of these ideas in the building of our digital world, from the internet and artificial intelligence to the edge of the unknown. Are questions like the famous traveling salesman problem truly beyond the reach of ordinary digital computers? Can quantum computers transcend these barriers? Does a mysterious magical power reside in the analog mechanisms of the brain? Steiglitz concludes by confronting the moral and aesthetic questions raised by the development of artificial intelligence and autonomous robots. The Discrete Charm of the Machine examines why our information technology, the lifeblood of our civilization, became digital, and challenges us to think about where its future trajectory may lead.
Author: Kenneth Steiglitz
Publisher: Princeton University Press
ISBN: 0691179433
Category : Computers
Languages : en
Pages : 254
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Book Description
Explains the genesis of the digital idea and why it transformed civilization, delving into the varied physical and logical reasons behind this radical transformation.
Author: Who's Who Marquis
Publisher:
ISBN: 9780837957685
Category : Biography & Autobiography
Languages : en
Pages : 2472
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Book Description
Author: Massimiliano Di Ventra
Publisher:
ISBN: 9780191937521
Category : Electronic books
Languages : en
Pages : 0
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Book Description
This text explains the main ideas behind MemComputing, its theoretical foundations and its applicability to a wide variety of combinatorial optimization problems, machine learning, and quantum mechanics.
Author: Huanglong Li
Publisher: Frontiers Media SA
ISBN: 2889744604
Category : Science
Languages : en
Pages : 203
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Book Description
Author: Marquis Who's Who, LLC
Publisher: Marquis Who's Who
ISBN: 9780837902470
Category : Biography & Autobiography
Languages : en
Pages : 960
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Book Description
Author: Peter J. Bentley
Publisher: Oxford University Press
ISBN: 019969379X
Category : Computers
Languages : en
Pages : 307
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Book Description
"[The author] explores how [computer science] grew from its theoretical conception by pioneers such as Turing, through its growth spurts in the Internet, its difficult adolescent stage where the promises of AI were never achieved and dot-com bubble burst, to its current stage as a (semi)mature field, now capable of remarkable achievements."--Publisher's description.
