Thinking Machines

Thinking Machines
Author: Shigeyuki Takano
Publsiher: Academic Press
Total Pages: 322
Release: 2021-03-27
ISBN 10: 0128182806
ISBN 13: 9780128182802
Language: EN, FR, DE, ES & NL

Thinking Machines Book Review:

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

The Promise of Neural Networks

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

The Promise of Neural Networks Book Review:

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 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Brainmakers How Scientists Moving Beyond Computers Create Rival to Humn Brain

Brainmakers  How Scientists Moving Beyond Computers Create Rival to Humn Brain
Author: David H. Freedman
Publsiher: Simon and Schuster
Total Pages: 224
Release: 2010-06-15
ISBN 10: 9781439142790
ISBN 13: 1439142793
Language: EN, FR, DE, ES & NL

Brainmakers How Scientists Moving Beyond Computers Create Rival to Humn Brain Book Review:

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

Handbook of Neural Computation
Author: Emile Fiesler,Russell Beale
Publsiher: CRC Press
Total Pages: 436
Release: 2020-01-15
ISBN 10: 1420050648
ISBN 13: 9781420050646
Language: EN, FR, DE, ES & NL

Handbook of Neural Computation Book Review:

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

Shape Recognition

Shape Recognition
Author: Omid Omidvar
Publsiher: Intellect Books
Total Pages: 235
Release: 1999
ISBN 10: 9781567503289
ISBN 13: 1567503284
Language: EN, FR, DE, ES & NL

Shape Recognition Book Review:

This text reviews current research in natural and synthetic neural networks, as well as reviews in modeling, analysis, design, and development of neural networks in software and hardware areas.

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1994
ISBN 10: 1928374650XXX
ISBN 13: UIUC:30112005547648
Language: EN, FR, DE, ES & NL

Scientific and Technical Aerospace Reports Book Review:

IEEE International Conference on Neural Networks

IEEE     International Conference on Neural Networks
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1994
ISBN 10: 1928374650XXX
ISBN 13: UOM:39015028263534
Language: EN, FR, DE, ES & NL

IEEE International Conference on Neural Networks Book Review:

WCNN 96 San Diego California U S A

WCNN 96  San Diego  California  U S A
Author: International Neural Network Society
Publsiher: Psychology Press
Total Pages: 1396
Release: 1996
ISBN 10: 9780805826081
ISBN 13: 0805826084
Language: EN, FR, DE, ES & NL

WCNN 96 San Diego California U S A Book Review:

Centered around major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Neural Networks Theory Technology and 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: 1928374650XXX
ISBN 13: UOM:39015038570357
Language: EN, FR, DE, ES & NL

Neural Networks Theory Technology and Applications Book Review:

Artificial Neural Networks

Artificial Neural Networks
Author: Robert J. Schalkoff
Publsiher: McGraw-Hill Science, Engineering & Mathematics
Total Pages: 422
Release: 1997
ISBN 10: 1928374650XXX
ISBN 13: UOM:39015041012181
Language: EN, FR, DE, ES & NL

Artificial Neural Networks Book Review:

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.

An Introduction to Cognitive Psychology

An Introduction to Cognitive Psychology
Author: David Groome,Department of Psychology David Groome
Publsiher: Psychology Press
Total Pages: 480
Release: 2013-12-19
ISBN 10: 1317709977
ISBN 13: 9781317709978
Language: EN, FR, DE, ES & NL

An Introduction to Cognitive Psychology Book Review:

First Published in 2007. Routledge is an imprint of Taylor & Francis, an informa company.

1993 IEEE International Conference on Neural Networks San Francisco California March 28 April 1 1993

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: 1928374650XXX
ISBN 13: UIUC:30112007076026
Language: EN, FR, DE, ES & NL

1993 IEEE International Conference on Neural Networks San Francisco California March 28 April 1 1993 Book Review:

Efficient Processing of Deep Neural Networks

Efficient Processing of Deep Neural Networks
Author: Vivienne Sze,Yu-Hsin Chen,Tien-Ju Yang,Joel S. Emer
Publsiher: Morgan & Claypool Publishers
Total Pages: 341
Release: 2020-06-24
ISBN 10: 1681738325
ISBN 13: 9781681738321
Language: EN, FR, DE, ES & NL

Efficient Processing of Deep Neural Networks Book Review:

This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial intelligence (AI) applications, including computer vision, speech recognition, and robotics. While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. Therefore, techniques that enable efficient processing of deep neural networks to improve key metrics—such as energy-efficiency, throughput, and latency—without sacrificing accuracy or increasing hardware costs are critical to enabling the wide deployment of DNNs in AI systems. The book includes background on DNN processing; a description and taxonomy of hardware architectural approaches for designing DNN accelerators; key metrics for evaluating and comparing different designs; features of DNN processing that are amenable to hardware/algorithm co-design to improve energy efficiency and throughput; and opportunities for applying new technologies. Readers will find a structured introduction to the field as well as formalization and organization of key concepts from contemporary work that provide insights that may spark new ideas.

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
Author: Lazaros S. Iliadis,Harris Papadopoulos,Chrisina Jayne
Publsiher: Springer
Total Pages: 510
Release: 2013-09-25
ISBN 10: 3642410138
ISBN 13: 9783642410130
Language: EN, FR, DE, ES & NL

Engineering Applications of Neural Networks Book Review:

The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics and learning.

Neural Network PC Tools

Neural Network PC Tools
Author: Russell C. Eberhart
Publsiher: Academic Press
Total Pages: 440
Release: 2014-06-28
ISBN 10: 1483297004
ISBN 13: 9781483297002
Language: EN, FR, DE, ES & NL

Neural Network PC Tools Book Review:

This is the first practical guide that enables you to actually work with artificial neural networks on your personal computer. It provides basic information on neural networks, as well as the following special features: source code listings in C**actual case studies in a wide range of applications, including radar signal detection, stock market prediction, musical composition, ship pattern recognition, and biopotential waveform classification**CASE tools for neural networks and hybrid expert system/neural networks**practical hints and suggestions on when and how to use neural network tools to solve real-world problems.

Human and Machine Vision

Human and Machine Vision
Author: Virginio Cantoni
Publsiher: Springer Science & Business Media
Total Pages: 391
Release: 2013-06-29
ISBN 10: 1489910042
ISBN 13: 9781489910042
Language: EN, FR, DE, ES & NL

Human and Machine Vision Book Review:

The following are the proceedings of the Third International Workshop on Perception held in Pavia, Italy, on September 27-30, 1993, under the auspices of four institutions: the Group of Cybernetic and Biophysics (GNCB)s of the National Research Council (CNR), the Italian Association for Artificial Intelligence (AI * IA), the Italian Association of Psychology (AlP), and the Italian Chapter of the International Association for Pattern Recognition (IAPR). The theme of this third workshop was: "Human and Machine Vision: Analogies and Divergencies." A wide spectrum of topics was covered, ranging from neurophysiology, to computer architecture, to psychology, to image understanding, etc. For this reason the structure of this workshop was quite different from those of the first two held in Parma (1991), and Trieste (1992). This time the workshop was composed of just eight modules, each one consisting of two invited lectures (dealing with vision in nature and machines, respectively) and a common panel discussion (including the two lecturers and three invited panellists).

Artificial Neural Networks

Artificial Neural Networks
Author: Edgar Sánchez-Sinencio,Clifford Lau
Publsiher: IEEE
Total Pages: 549
Release: 1992
ISBN 10: 1928374650XXX
ISBN 13: UOM:39076001286389
Language: EN, FR, DE, ES & NL

Artificial Neural Networks Book Review:

Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence

Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence
Author: Wang, Yingxu
Publsiher: IGI Global
Total Pages: 606
Release: 2009-11-30
ISBN 10: 1605669032
ISBN 13: 9781605669038
Language: EN, FR, DE, ES & NL

Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence Book Review:

Cognitive informatics is a multidisciplinary field that acts as the bridge between natural science and information science. Specifically, it investigates the potential applications of information processing and natural intelligence to science and engineering disciplines. This collection, entitled Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence, provides emerging research topics in cognitive informatics research with a focus on such topics as reducing cognitive overload, real-time process algebra, and neural networks for iris recognition, emotion recognition in speech, and the classification of musical chords.

Official Gazette of the United States Patent and Trademark Office

Official Gazette of the United States Patent and Trademark Office
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2007
ISBN 10: 1928374650XXX
ISBN 13: WISC:89098412018
Language: EN, FR, DE, ES & NL

Official Gazette of the United States Patent and Trademark Office Book Review:

Artificial Intelligence and Robotics

Artificial Intelligence and Robotics
Author: Huimin Lu,Xing Xu
Publsiher: Springer
Total Pages: 326
Release: 2017-10-31
ISBN 10: 331969877X
ISBN 13: 9783319698779
Language: EN, FR, DE, ES & NL

Artificial Intelligence and Robotics Book Review:

This book highlights selected papers presented at the 2nd International Symposium on Artificial Intelligence and Robotics 2017 (ISAIR2017), held in Nakamura Centenary Memorial Hall, Kitakyushu, Japan on November 25–26, 2017. Today, the integration of artificial intelligence and robotic technologies has become a topic of growing interest for both researchers and developers from academic fields and industries worldwide, and artificial intelligence is poised to become the main approach pursued in next-generation robotics research. The rapidly growing number of artificial intelligence algorithms and big data solutions has significantly extended the number of potential applications for robotic technologies. However, it also poses new challenges for the artificial intelligence community. The aim of this symposium is to provide a platform for young researchers to share the latest scientific achievements in this field, which are discussed in these proceedings.