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Neural networks for pattern recognition
"A Bradford book.""Neural Networks for Pattern Recognition takes to a new level the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nig…
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- ISBN/ISSN
- 0262290936
- Collation
- 1 online resource (xvii, 413 pages) :illustrations
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Neural codes and distributed representations :foundations of neural computation
"A Bradford book."Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computations collects, by topic, the most significant papers that have appeared in the journal over the past nine years. The present volume focuses on neural codes and representations, topics of broad interest to neuroscientists and modelers. …
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- ISBN/ISSN
- 9780262287562
- Collation
- 1 online resource (xxiii, 345 pages) :illustrations.
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What is addiction?
"The image of the addict in popular culture combines victimhood and moral failure; we sympathize with addicts in films and novels because of their suffering and their hard-won knowledge. And yet actual scientific knowledge about addiction tends to undermine this cultural construct. In What Is Addiction? leading addiction researchers from neuroscience, psychology, genetics, philosophy, economics…
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- ISBN/ISSN
- 9780262288248
- Collation
- 1 online resource (xi, 448 pages) :illustrations
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Neural computing architectures :the design of brain-like machines
"McClelland and Rumelhart's Parallel Distributed Processing was the first book to present a definitive account of the newly revived connectionist/neural net paradigm for artificial intelligence and cognitive science. While Neural Computing Architectures addresses the same issues, there is little overlap in the research it reports. These 18 contributions provide a timely and informative overview…
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- 1st MIT Press ed.
- ISBN/ISSN
- 0262255596
- Collation
- 1 online resource (401 pages) :illustrations
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Neural correlates of consciousness :empirical and conceptual questions
"A Bradford book."This book brings together an international group of neuroscientists and philosophers who are investigating how the content of subjective experience is correlated with events in the brain. The fundamental methodological problem in consciousness research is the subjectivity of the target phenomenon--the fact that conscious experience, under standard conditions, is always tied to…
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- ISBN/ISSN
- 9780262279734
- Collation
- 1 online resource (vi, 350 pages) :illustrations (some color).
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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 control engineering: The emerging intersection between control theory …
How powerful new methods in nonlinear control engineering can be applied to neuroscience, from fundamental model formulation to advanced medical applications.Over the past sixty years, powerful methods of model-based control engineering have been responsible for such dramatic advances in engineering systems as autolanding aircraft, autonomous vehicles, and even weather forecasting. Over those s…
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- ISBN/ISSN
- 9780262312080
- Collation
- 1 online resource (xvi, 361 pages) :illustrations (some color).
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A hole in the head : More Tales in the History of Neuroscience
Essays on great figures and important issues, advances and blind alleys-from trepanation to the discovery of grandmother cells-in the history of brain sciences.
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- ISBN/ISSN
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- 1 online resource (x, 356 pages) : illustrations
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