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Neural Computing: Theory and Practice
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Philip Wasserman
This book for nonspecialists clearly explains major algorithms and demystifies the rigorous math involved in neural networks. Uses a step-by-step approach for implementing commonly used paradigms.
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Cognizers: Neural Networks and Machines That Think
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R. Colin Johnson, Chappell Brown
One of the most dramatic developments in computer science has been the effort to create machines that duplicate the neurotransmitter biology of the human brain. Describing for the general reader how human neural networks work, the authors explain in this text how this new technology could be the breakthrough that makes artificial intelligence a ...
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The pattern on the stone : the simple ideas that make computers work
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W. Daniel Hillis
Danny Hillis offers a clear, easy-to-understand explanation of how computers perform their amazing feats. . Most people are baffled by how computers work. What they dont realize is that the computers complex operations can be broken down into a few simple parts performing simple procedures over and over. In this welcome volume, W. Daniel Hillis ...
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Talking Nets: An Oral History of Neural Networks
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James A Anderson (Editor), Edward Rosenfeld (Editor)
Since World War II, a group of scientists has been attempting to understand the human nervous system and to build computer systems that emulate the brain's abilities. Many of the early workers in this field of neural networks came from cybernetics; others came from neuroscience, physics, electrical engineering, mathematics, psychology, even ...
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Naturally Intelligent Systems
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Maureen Caudill, Charles Butler
For centuries, people have been fascinated by the possibility of building an artificial system that behaves intelligently. Now there is a new entry in this arena - neural networks. "Naturally Intelligent Systems" offers a comprehensive introduction to these exciting systems. It provides a technically accurate, yet down-to-earth discussion of ...
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Society of the Mind: A Cyberthriller
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Eric L Harry
Filled with virtual reality, artificial intelligence and robotics, this is the story of Laura Aldrich, a young Harvard psychology professor who is offered $1 million for a week of unspecified work at the island compound of genius/madman Joseph Gray. Overwhelmed with the offer, Aldrich meets Gray and discovers that her job entails psychoanalyzing ...
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Analog VLSI and Neural Systems
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Carver Mead
The first book to take VLSI into the analog domain and apply it to biology. It provides solid tools for research in artificial intelligence and neurobiology while illustrating powerful new applications for analog systems.
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Society of the mind
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Eric L Harry
In the year 2003, psychologist Laura Aldridge is offered a million dollars for one week's consulting, by the richest man on Earth. When she lands on the Gray Corporation's South Pacific Island she finds a supertech domain, at the heart of which lies a secret that will affect the future of humanity.
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Neural Networks and Natural Intelligence
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Stephen Grossberg
Containing real-time computer simulations, this text includes results on vision, speech, cognitive information processing, adaptive pattern recognition, adaptive robotics, conditioning and attention, cognitive-emotional interactions, and decision-making under risk.
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Neurocomputing for Design Automation
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Hojjat Adeli, Hyo S Park
"Neurocomputing for Design Automation" provides innovative design theories and computational models with two broad objectives: automation and optimization. This singular book: presents an introduction to the automation and optimization of engineering design of complex engineering systems using neural network computing; outlines new computational ...
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An Introduction to Neural and Electronic Networks
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by
Steven F Zornetzer
This is a presentation of research and theory from the disciplines that provide the foundations of neural network research: neurobiology, physics, computer science, electrical engineering, mathematics and psychology. It shows how neural networks and neurocomputing represent radical departures from conventional approaches to digital computers, in ...
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Neural network PC tools a practical guide
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Eberhart, Dobbins
This book is written for engineers and computer scientists interested in solving practical problems with neural network tools. The first book ever to cover neural network tools at the PC level, it provides background information on available network architectures, offers schemes for deciding if a particular problem is appropriate for neural ...
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Introduction to the Theory of Neural Computation
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John A Hertz, Richard G Palmer, Anders Krogh
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Advances in Neural Information Processing Systems 9
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Michael Irwin Jordan (Editor), Thomas Petsche (Editor), Michael C Mozer (Editor)
Presents papers from the ninth annual conference - "Neural Information Processing Systems (NIPS)". Topics covered include neural networks and genetic algorithms; cognitive science; AI; applied mathematics; physics; and many branches of engineering.
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Neurocomputing: The Technology of Non-Algorithmic Information Processing
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Robert Hecht-Nielsen
Exploring many aspects of neurocomputers, this book gives an overview of the network theory behind them, including a background review, basic concepts, associative networks, mapping networks, spatiotemporal networks, and adaptive resonance networks.
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Oscillations in neural systems
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Daniel S Levine (Editor), Vincent R Brown (Editor), Timothy Shirey (Editor)
This volume is the fourth in a series based on conferences sponsored by the Metroplex Institute for Neural Dynamics (MIND), and interdisciplinary organization of Dallas-Fort Worth area neural network professionals in both academia and industry. This topic was chosen as the focus for this special issue because of the increasing interest by ...
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Modelling Brain Function: The World of Attractor Neural Networks
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by
Daniel J Amit
One of the most exciting and potentially rewarding areas of scientific research is the study of the principles and mechanisms underlying brain function. It is also of great promise to future generations of computers. A growing group of researchers, adapting knowledge and techniques from a wide range of scientific disciplines, have made substantial ...
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Advances in Neural Information Processing Systems
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David S Touretzky (Editor)
Contains the collected papers of the 1988 IEEE Conference on [title] held in Denver, CO. Major research topics are covered and application to areas such signal processing, vision, speech, and motor control, simulation of neural networks, and advances in hardware technology. Annotation copyright Boo
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Advances in Neural Information Processing Systems 10
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Michael Irwin Jordan (Editor), Sara A Solla (Editor), Michael S Kearns (Editor)
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. These proceedings contain all of the papers that were presented.
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The Apprentices of Wonder
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William F Allman
William Allman, an acclaimed science writer, presents a dramatic chronicle ofa new revolution in brain-mind science--connectionism.
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Advances in Neural Information Processing Systems
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Stephen Jose Hanson, C. Lee Giles (Editor), Jack D. Cowan (Editor)
Proceedings of the annual Conferences on Advances in Neural Information Processing Systems. Volumes 7 and later are available from The MIT Press.
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Analog VLSI Implementation of Neural Systems
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Mead, Ismail
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Neural Computing Architectures
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Professor Igor Aleksander (Editor)
These 18 contributions provide a timely and informative overview and synopsis of both pioneering and recent European connectionist research.
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Artificial Neural Networks: Concept Learning
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Joachim Diederich
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Graphical Models Foundations of Neural Computation
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by
Michael Irwin Jordan (Editor), Terrence J Sejnowski (Editor), Tomaso Poggio (Foreword by)
Graphical models use graphs to represent and manipulate joint probability distributions. They have their roots in artificial intelligence, statistics, and neural networks. The clean mathematical formalism of the graphical models framework makes it possible to understand a wide variety of network-based approaches to computation, and in particular ...
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