thinking machines neural networks and hardware implementation

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Thinking Machines
Author : Shigeyuki Takano
Publisher : Academic Press
Release Date : 2021-03-15
ISBN 10 : 9780128182796
Pages : 200 pages
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Thinking Machines: Machine Learning and Its Hardware Implementation covers the theory and application of machine learning, neuromorphic computing and neural networks. This is the first book that focuses on machine learning accelerators and hardware development for machine learning. It presents not only a summary of the latest trends and examples of machine learning hardware and basic knowledge of machine learning in general, but also the main issues involved in its implementation. Readers will learn what is required for the design of machine learning hardware for neuromorphic computing and/or neural networks. This is a recommended book for those who have basic knowledge of machine learning or those who want to learn more about the current trends of machine learning. Presents a clear understanding of various available machine learning hardware accelerator solutions that can be applied to selected machine learning algorithms Offers key insights into the development of hardware, from algorithms, software, logic circuits, to hardware accelerators Introduces the baseline characteristics of deep neural network models that should be treated by hardware as well Presents readers with a thorough review of past research and products, explaining how to design through ASIC and FPGA approaches for target machine learning models Surveys current trends and models in neuromorphic computing and neural network hardware architectures Outlines the strategy for advanced hardware development through the example of deep learning accelerators

Brainmakers: How Scientists Moving Beyond Computers Create Rival to Humn Brain
Author : David H. Freedman
Publisher : Simon and Schuster
Release Date : 2010-06-15
ISBN 10 : 9781439142790
Pages : 224 pages
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A fascinating tour behind the scenes at laboratories around the world as top researchers race to create revolutionary "thinking machines" that may one day lead to a new form of intelligence. Join David Freedman as he takes you on a fascinating tour behind the scenes at laboratories around the world as top researchers race to create revolutionary "thinking machines" that may one day lead to a new form of intelligence. The subject of fantasy and skepticism for centuries—from William James's mechanical bride to 2001's Hal to Star Wars' R2D2—artificial intelligence has been limited to number-crunching computers that are "smart" only in highly specific domains like chess—until now. Brainmakers is an eye-opening, mind-expanding, and mind-blowing journey through laboratories engaged in cutting-edge research into neuroscience and robotics. Inside, you'll discover: MIT's Attila, a 3.6-pound, six-legged robot that learns as it interacts with its surroundings. Japan's efforts to grow brain cells on chips and construct a "wiring diagram" of the human brain. UCLA's "robot farm," where robots will be "bred" for intelligence. In exciting yet accessible detail, Freedman shows how this research has moved into a new realm that transcends computer science, combining neuroscience, microbiology, evolutionary biology, and zoology. Modeled after natural rather than artificial intelligence, thinking machines may soon develop powers that rival—or exceed—those of the human brain.

Handbook of Neural Computation
Author : Emile Fiesler,Russell Beale
Publisher : CRC Press
Release Date : 2020-01-15
ISBN 10 : 1420050648
Pages : 436 pages
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The Handbook of Neural Computation is a practical, hands-on guide to the design and implementation of neural networks used by scientists and engineers to tackle difficult and/or time-consuming problems. The handbook bridges an information pathway between scientists and engineers in different disciplines who apply neural networks to similar probl

The Hidden Pattern
Author : Ben Goertzel
Publisher : Universal-Publishers
Release Date : 2006
ISBN 10 : 1581129890
Pages : 421 pages
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The Hidden Pattern presents a novel philosophy of mind, intended to form a coherent conceptual framework within which it is possible to understand the diverse aspects of mind and intelligence in a unified way. The central concept of the philosophy presented is the concept of "pattern": minds and the world they live in and co-create are viewed as patterned systems of patterns, evolving over time, and various aspects of subjective experience and individual and social intelligence are analyzed in detail in this light. Many of the ideas presented are motivated by recent research in artificial intelligence and cognitive science, and the author's own AI research is discussed in moderate detail in one chapter. However, the scope of the book is broader than this, incorporating insights from sources as diverse as Vedantic philosophy, psychedelic psychotherapy, Nietzschean and Peircean metaphysics and quantum theory. One of the unique aspects of the patternist approach is the way it seamlessly fuses the mechanistic, engineering-oriented approach to intelligence and the introspective, experiential approach to intelligence.

Scientific and Technical Aerospace Reports
Author : N.A
Publisher : N.A
Release Date : 1992
ISBN 10 :
Pages : 329 pages
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STAR
Author : N.A
Publisher : N.A
Release Date : 1990-06
ISBN 10 :
Pages : 329 pages
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Turing’s Connectionism
Author : Christof Teuscher
Publisher : Springer Science & Business Media
Release Date : 2012-12-06
ISBN 10 : 1447101618
Pages : 200 pages
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Christof Teuscher revives, analyzes, and simulates Turing's ideas, applying them to different types of problems, and building and training Turing's machines using evolutionary algorithms. In a little known paper entitled 'Intelligent Machinery' Turing investigated connectionist networks, but his work was dismissed as a 'schoolboy essay'and it was left unpublished until 1968, 14 years after his death. This is not a book about today's (classical) neural networks, but about the neuron network-like structures proposed by Turing. One of its novel features is that it actually goes beyond Turing's ideas by proposing new machines. The book also contains a Foreward by B. Jack Copeland and D. Proudfoot.

Neural Networks Theory, Technology, and Applications
Author : Patrick K. Simpson
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1996
ISBN 10 : 9780780325647
Pages : 943 pages
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Artificial Neural Networks
Author : Robert J. Schalkoff
Publisher : McGraw-Hill Science, Engineering & Mathematics
Release Date : 1997
ISBN 10 :
Pages : 422 pages
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While the primary objective of the text is to provide a teaching tool, practicing engineers and scientists are likely to find the clear, concept-based treatment useful in updating their backgrounds.

1993 IEEE International Conference on Neural Networks, San Francisco, California, March 28-April 1, 1993
Author : N.A
Publisher : N.A
Release Date : 1993
ISBN 10 : 9780780312005
Pages : 1983 pages
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Machine Nature
Author : Moshe Sipper
Publisher : McGraw-Hill Companies
Release Date : 2002
ISBN 10 :
Pages : 262 pages
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The source of interpersonal psychological trauma is a traumatic event that is repetitive, chronic and complex in nature, and is caused by the action of a closely related person, most frequently in a dysfunctional and pathological family. This book presents studies on the influence of various forms of abuse experienced in childhood on the personal functioning of that individual in adulthood, including various types of symptoms, problems, and personality and neurobiological disorders. It also contains psychotherapeutic issues connected with interpersonal trauma.

Artificial Neural Networks
Author : Edgar Sánchez-Sinencio,Clifford Lau
Publisher : IEEE
Release Date : 1992
ISBN 10 :
Pages : 549 pages
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Introductory Readings for Cognitive Psychology
Author : Richard P. Honeck
Publisher : McGraw-Hill/Dushkin
Release Date : 1994
ISBN 10 :
Pages : 298 pages
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Applications of artificial neural networks II
Author : Steven K. Rogers,Society of Photo-optical Instrumentation Engineers,International Neural Network Society
Publisher : N.A
Release Date : 1991
ISBN 10 :
Pages : 854 pages
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Thinking Machines
Author : Igor Aleksander,Piers Burnett
Publisher : Oxford University Press, USA
Release Date : 1987
ISBN 10 : 9780192177551
Pages : 208 pages
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Artificial Intelligence Abstracts
Author : N.A
Publisher : N.A
Release Date : 1991
ISBN 10 :
Pages : 329 pages
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Field-programmable Logic and Applications
Author : N.A
Publisher : N.A
Release Date : 1992
ISBN 10 :
Pages : 329 pages
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Government Reports Announcements & Index
Author : N.A
Publisher : N.A
Release Date : 1993
ISBN 10 :
Pages : 329 pages
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Proceedings of 1993 International Joint Conference on Neural Networks
Author : IJCNN 1993, Nagoya
Publisher : N.A
Release Date : 1993
ISBN 10 : 9780780314214
Pages : 329 pages
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Thinking in Complexity
Author : Klaus Mainzer
Publisher : Springer Science & Business Media
Release Date : 2007-09-07
ISBN 10 : 3540722289
Pages : 482 pages
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This new edition also treats smart materials and artificial life. A new chapter on information and computational dynamics takes up many recent discussions in the community.