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Neural network learning and expert systems
"Granino A. Kom has been a Professor of Electrical Engineering at the University of Arizona and has worked in the aerospace industry for a decade. He is the author of ten other engineering texts and handbooks.""A Bradford Book.""Most neural network programs for personal computers simply control a set of fixed, canned network-layer algorithms with pulldown menus. This new tutorial offers hands-o…
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- ISBN/ISSN
- 0585040281
- Collation
- 1 online resource (xvi, 365 pages) :illustrations
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Neural network design and the complexity of learning
"A Bradford book.""Using the tools of complexity theory, Stephen Judd develops a formal description of associative learning in connectionist networks. He rigorously exposes the computational difficulties in training neural networks and explores how certain design principles will or will not make the problems easier. Judd looks beyond the scope of any one particular learning rule, at a level abo…
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- ISBN/ISSN
- 0585359342
- Collation
- 1 online resource (150 pages) :illustrations.
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Neural networks and natural intelligence
"A Bradford book."Stephen Grossberg and his colleagues at Boston University's Center for Adaptive Systems are producing some of the most exciting research in the neural network approach to making computers "think." Packed with real-time computer simulations and rigorous demonstrations of these phenomena, this book includes results on vision, speech, cognitive information processing; adaptive pa…
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- ISBN/ISSN
- 9780262315937
- Collation
- 1 online resource (xi, 637 pages) :illustrations
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Neural smithing :supervised learning in feedforward artificial neural networks
"A Bradford book.""Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and interesting behaviors. This book focuses on the subset of feedforward artificial neural networks c…
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- ISBN/ISSN
- 9780262282215
- Collation
- 1 online resource (viii, 346 pages) :illustrations
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Neural networks for control
"A Bradford book.""Based on a workshop held at the University of New Hampshire in October, 1988, sponsored by the National Science Foundation, and entitled 'The application of neural networks to robotics and control'"--Preface."Neural Networks for Control brings together examples of all the most important paradigms for the application of neural networks to robotics and control. Primarily concer…
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- ISBN/ISSN
- 9780262291293
- Collation
- 1 online resource (xviii, 524 pages) :illustrations.
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Racing the beam The Atari Video Computer System
The Atari Video Computer System dominated the home video game market so completely that "Atari" became the generic term for a video game console. The Atari VCS was affordable and offered the flexibility of changeable cartridges. Nearly a thousand of these were created, the most significant of which established new techniques, mechanics, and even entire genres. This book offers a detailed and ac…
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- 1 online resource (xii, 180 pages) : illustrations.
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A neurocomputational perspective :the nature of mind and the structure of sci…
If we are to solve the central problems in the philosophy of science, Paul Churchland argues, we must draw heavily on the resources of the emerging sciences of the mind-brain. A Neurocomputationial Perspective illustrates the fertility of the concepts and data drawn from the study of the brain and of artificial networks that model the brain. These concepts bring unexpected coherence to scattere…
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- ISBN/ISSN
- 9780262270328
- Collation
- 1 online resource (xvii, 321 pages) :illustrations
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Internet architecture and innovation
Today--following housing bubbles, bank collapses, and high unemployment--the Internet remains the most reliable mechanism for fostering innovation and creating new wealth. The Internet's remarkable growth has been fueled by innovation. In this pathbreaking book, Barbara van Schewick argues that this explosion of innovation is not an accident, but a consequence of the Internet's architecture--a …
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- 1 online resource (xii, 574 pages) : illustrations
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The Neurobiology of neural networks
"A Bradford book."This timely overview and synthesis of recent work in both artificial neural networks and neurobiology seeks to examine neurobiological data from a network perspective and to encourage neuroscientists to participate in constructing the next generation of neural networks. Individual chapters were commissioned from selected authors to bridge the gap between present neural network…
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- ISBN/ISSN
- 0262290871
- Collation
- 1 online resource (xii, 227 pages) :illustrations.
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The art of agent-oriented modeling / The Art of Agent-Oriented Modeling
A new approach for conceptualizing and modeling multi-agent systems that consist of people, devices, and software agents.
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- 1 online resource (xix, 367 pages) :
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