Neural and Adaptive Systems:
Fundamentals Through Simulations
Author: Principe, Euliano, and Lefebvre
Publisher: John Wiley and Sons
Date: 1999
ISBN: 0471351679 |
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from NeuroDimension, Inc |
|
Neural Networks : A
Comprehensive Foundation
Author: Simon Haykin
Publisher: Prentice Hall Press
Date: 1998
ISBN: 0132733501 |
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from Amazon.com |
|
Neural Networks for Pattern Recognition
Author: Christopher M. Bishop
Publisher: Oxford Univ Press
Date: 1995
ISBN: 0198538642 |
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from Amazon.com |
|
Engineering
Applications of Artificial Neural Networks
Proceedings of the International
Conference on Engineering Applications of Neural
Networks (EANN '95)
Editors: Bulsari, A. B.;
Kallio, S.
Publisher: Finnish Artificial
Intelligence Society
Date: 1995
ISBN: 951-22-2644-8 |
|
|
Fundamentals of
Neural Networks : Architectures, Algorithms, and
Applications
Authors: Fausett, Laurene
Publisher: Prentice Hall
Date: 1994
ISBN: 0133341860 |
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from Amazon.com |
Summary: From The publisher, Prentice-Hall
-- "An exceptionally clear, thorough
introduction to neural networks written at an
elementary level. Written with the beginning
student in mind, the text features systematic
discussions of all major neural networks and
fortifies the reader's understudy with many
examples."
|
Fuzzy and Neural
Approaches in Engineering
Authors: Lefteri H. Tsoukalas, Robert E.
Uhrig
Publisher: John Wiley & Sons
Date: 1997
ISBN: 0471160032 |
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from Amazon.com |
Summary: Card catalog description --
Fuzzy and Neural Approaches in Engineering
presents a detailed examination of the
fundamentals of fuzzy systems and neural networks
and then joins them synergistically - combining
the feature extraction and modeling capabilities
of the neural network with the representation
capabilities of fuzzy systems. Exploring the
value of relating genetic algorithms and expert
systems to fuzzy and neural technologies, this
forward-thinking text highlights an entire range
of dynamic possibilities within soft computing.
With examples of specifically designed to
illuminate key concepts and overcome the
obstacles of notation and overly mathematical
presentations often encountered in other sources,
plus tables, figures, and an up-to-date
bibliography, this unique work is both an
important reference and a practical guide to
neural networks and fuzzy systems.
|
Genetic Algorithms
+ Data Structures = Evolution Programs
Author: Zbigniew
Michalewicz
Publisher: Springer Verlag
Date: 1996
ISBN: 3540606769 |
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from Amazon.com |
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Genetic Algorithms
in Search, Optimization and Machine Learning
Author: David E. Goldberg
Publisher: Addison-Wesley Pub Co
Date: 1989
ISBN: 0201157675 |
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from Amazon.com |
|
An Introduction to
Neural Computing
Authors: Igor Aleksander, Helen Morton
Publisher: International Thomson
Publishing
Date: 1995
ISBN: 1850321671 |
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from Amazon.com |
Summary: Card catalog description -- An
Introduction to Neural Computing has been updated
to include new areas of application for neural
networks which include neurocontrol and financial
forecasting; a description of commercial and
industrial projects - data mining, condition
monitoring, neuroforecasting, process monitoring
and pattern analysis; a revised chapter on the
'weightless' or 'lookup' neural network and a new
chapter on the latest research including a
discussion of the introduction of intentionality
into computing through neural systems and a
research programme, 'artificial consciousness.'.
|
Neural Computation:
A Beginner's Guide
Authors: Orchard, G. A.
Publisher: Psychology Pr
Date: 1991
ISBN: 0863772358 |
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from Amazon.com |
|
Neural Computing :
An Introduction
Authors: Beale, R., Jackson, T.
Publisher: Adam Hilger
Date: 1990
ISBN: 0852742622 |
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from Amazon.com |
Summary: For undergraduates in computer
science, introduces neural networks, computer
models based on the behavior of the brain. Covers
all the major approaches, beginning with the
basics and proceeding to the mathematics.
Annotation copyright Book News, Inc. Portland,
Or.
|
Neural Networks
Authors: Muller, B. and Reinhardt, J.
Publisher: Springer Verlag
Date: 1991
ISBN: 3540523804 |
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from Amazon.com |
|
Parallel
Distributed Processing : Explorations in the
Microstructure of Cognition : Psychological and
Biological Models
Authors: Rumelhart, D. E. and
McClelland, J. L.
Publisher: Mit Press
Date: 1986
ISBN: 0262132184 |
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from Amazon.com |
Summary: From Amazon.com -- This
two-volume work is now considered a classic in
the field. It presents the results of the
Parallel Distributed Processing (PDP) group's
work in the early 1980s and provides a good
overview of the earlier neural network research.
The PDP approach (also known as connectionism
among other things) is based on the conviction
that various aspects of cognitive activity are
thought of in terms of massively parallel
processing.
|
Self-Organization
and Associative Memory
Authors: Kohonen, Teuvo
Publisher: Springer Verlag
Date: 1989
ISBN: 0387513876 |
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from Amazon.com |
Summary: Stems from v.17 of the series
"Communication and cybernetics,"
entitled Associative memory--a system theoretical
approach (1977). A tutorial treatment (with two
new sections) for graduate and postgraduate
students. Presents new formalisms of pattern
processing (orthogonal projectors, optimal
associative mappings and self- organization of
topological maps) in order to provide an
understanding of the properties of information
representations and of many functions of the
brain. Annotation copyright Book News, Inc.
Portland, Or.
|
General References
