Thinking Machines – Neural Networks and Hardware Implementation
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Thinking Machines
Author | : Shigeyuki Takano |
Publsiher | : Academic Press |
Total Pages | : 200 |
Release | : 2021-03-15 |
ISBN 10 | : 9780128182796 |
ISBN 13 | : 0128182792 |
Language | : EN, FR, DE, ES & NL |
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
Scientific and Technical Aerospace Reports
Author | : Anonim |
Publsiher | : Unknown |
Total Pages | : 329 |
Release | : 1992 |
ISBN 10 | : |
ISBN 13 | : STANFORD:36105019586408 |
Language | : EN, FR, DE, ES & NL |
The Promise of Neural Networks
Author | : J.G. Taylor |
Publsiher | : Springer Science & Business Media |
Total Pages | : 160 |
Release | : 2012-12-06 |
ISBN 10 | : 1447103955 |
ISBN 13 | : 9781447103950 |
Language | : EN, FR, DE, ES & NL |
This book is the product of a 15-month intensive investigation of the European artificial network scene, together with a view of the broader framework of the subject in a world context. It could not have been completed in such a remarkably short time, and so effectively, without the dedicated efforts of Louise Turner, the DEANNA secretary, and Geoff Chappell, the DEANNA researcher, at the Centre for Neural Networks, King's College, London. I would like to take this opportunity to thank them for their heroic efforts. I would also like to thank my colleagues in the Centre and in the Mathematics Department, especially Mark Plumbley, Michael Reiss and Trevor Clarkson for all their help and encouragement, Denise Gorse of University College London, for allowing use of her lecture notes as a basis for the tutorial and the DEANNA partners for the part they played. Finally I would like to acknowledge the European Community support, and especially Mike Coyle for his trenchant comments during the carrying out of the work. March 1993 J. G. Taylor CONTENTS PART I: SETTING THE SCENE Chapter 1: DEANNA. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1 . 1 Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 . 2 The Geographical Dimension. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1 1. 3 The Industrial Dimension. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1 . 4 The Plan for Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 Chapter 2: Neural Net Demonstrators. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2. 1 The Status of Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2. 2 Reasons for the Employment of Neural Networks . . . . . . . . . . . . . . . . . . . 9 2. 3 Neural Network Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 2. 4 Areas of Application . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2. 5 Typical Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Neural Networks Theory Technology and Applications
Author | : Patrick K. Simpson |
Publsiher | : Institute of Electrical & Electronics Engineers(IEEE) |
Total Pages | : 943 |
Release | : 1996 |
ISBN 10 | : 9780780325647 |
ISBN 13 | : 0780325648 |
Language | : EN, FR, DE, ES & NL |
Turing s Connectionism
Author | : Christof Teuscher |
Publsiher | : Springer Science & Business Media |
Total Pages | : 200 |
Release | : 2012-12-06 |
ISBN 10 | : 1447101618 |
ISBN 13 | : 9781447101611 |
Language | : EN, FR, DE, ES & NL |
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.
1993 IEEE International Conference on Neural Networks San Francisco California March 28 April 1 1993
Author | : Anonim |
Publsiher | : Unknown |
Total Pages | : 1983 |
Release | : 1993 |
ISBN 10 | : 9780780312005 |
ISBN 13 | : 0780312007 |
Language | : EN, FR, DE, ES & NL |
Machine Nature
Author | : Moshe Sipper |
Publsiher | : McGraw-Hill Companies |
Total Pages | : 262 |
Release | : 2002 |
ISBN 10 | : |
ISBN 13 | : UOM:39015055458163 |
Language | : EN, FR, DE, ES & NL |
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.
Introductory Readings for Cognitive Psychology
Author | : Richard P. Honeck |
Publsiher | : McGraw-Hill/Dushkin |
Total Pages | : 298 |
Release | : 1994 |
ISBN 10 | : |
ISBN 13 | : PSU:000032658224 |
Language | : EN, FR, DE, ES & NL |
Thinking Machines
Author | : Igor Aleksander,Piers Burnett |
Publsiher | : Alfred a Knopf Incorporated |
Total Pages | : 208 |
Release | : 1987 |
ISBN 10 | : 9780394744599 |
ISBN 13 | : 0394744594 |
Language | : EN, FR, DE, ES & NL |
Describes the efforts of researchers to make a computer which thinks like a human being
Artificial Intelligence Abstracts
Author | : Anonim |
Publsiher | : Unknown |
Total Pages | : 329 |
Release | : 1991 |
ISBN 10 | : |
ISBN 13 | : UOM:39015023295200 |
Language | : EN, FR, DE, ES & NL |
Field programmable Logic and Applications
Author | : Anonim |
Publsiher | : Unknown |
Total Pages | : 329 |
Release | : 1992 |
ISBN 10 | : |
ISBN 13 | : UOM:39015032741087 |
Language | : EN, FR, DE, ES & NL |
Government Reports Announcements Index
Author | : Anonim |
Publsiher | : Unknown |
Total Pages | : 329 |
Release | : 1993 |
ISBN 10 | : |
ISBN 13 | : UOM:39015028290362 |
Language | : EN, FR, DE, ES & NL |
Artificial Neural Networks
Author | : Robert J. Schalkoff |
Publsiher | : McGraw-Hill Science, Engineering & Mathematics |
Total Pages | : 422 |
Release | : 1997 |
ISBN 10 | : |
ISBN 13 | : UOM:39015041012181 |
Language | : EN, FR, DE, ES & NL |
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.
Thinking in Complexity
Author | : Klaus Mainzer |
Publsiher | : Springer Science & Business Media |
Total Pages | : 482 |
Release | : 2007-09-07 |
ISBN 10 | : 3540722289 |
ISBN 13 | : 9783540722281 |
Language | : EN, FR, DE, ES & NL |
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.
Artificial Neural Networks
Author | : Edgar Sánchez-Sinencio,Clifford Lau |
Publsiher | : IEEE |
Total Pages | : 549 |
Release | : 1992 |
ISBN 10 | : |
ISBN 13 | : UOM:39076001286389 |
Language | : EN, FR, DE, ES & NL |
IEEE Annual International Phoenix Conference on Computers and Communications
Author | : Anonim |
Publsiher | : Unknown |
Total Pages | : 329 |
Release | : 1996 |
ISBN 10 | : |
ISBN 13 | : UIUC:30112001528337 |
Language | : EN, FR, DE, ES & NL |
Brainmakers
Author | : David H. Freedman |
Publsiher | : Unknown |
Total Pages | : 214 |
Release | : 1994 |
ISBN 10 | : |
ISBN 13 | : UOM:39015009126304 |
Language | : EN, FR, DE, ES & NL |
An illuminating, lucid account of scientific work on artificial intelligence explores the groundbreaking research being done in robotics and neuroscience, showing how thinking machines may surpass the human brain's powers. 30,000 first printing. Tour.
Understanding Neural Networks
Author | : Claude A. Cruz |
Publsiher | : Unknown |
Total Pages | : 75 |
Release | : 1988 |
ISBN 10 | : |
ISBN 13 | : UVA:X001608391 |
Language | : EN, FR, DE, ES & NL |
Applications of artificial neural networks II
Author | : Steven K. Rogers,Society of Photo-optical Instrumentation Engineers,International Neural Network Society |
Publsiher | : Unknown |
Total Pages | : 854 |
Release | : 1991 |
ISBN 10 | : |
ISBN 13 | : CORNELL:31924064358827 |
Language | : EN, FR, DE, ES & NL |