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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
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- 1 online resource (xvii, 413 pages) :illustrations
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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
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- 1 online resource (xvi, 365 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
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- 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
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- 1 online resource (viii, 346 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
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- 1 online resource (xii, 227 pages) :illustrations.
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Advances in neural information processing systems 19 Proceedings of the 2006 …
The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.
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- 1 online resource (xxiv, 1643 pages) : illustrations.
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Supertagging :using complex lexical descriptions in natural language processing
The last decade has seen computational implementations of large hand-crafted natural language grammars in formal frameworks such as Tree-Adjoining Grammar (TAG), Combinatory Categorical Grammar (CCG), Head-driven Phrase Structure Grammar (HPSG), and Lexical Functional Grammar (LFG). Grammars in these frameworks typically associate linguistically motivated rich descriptions (Supertags) with word…
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- ISBN/ISSN
- 9780262312486
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- 1 online resource (xxiii, 488 pages :illustrations)
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Logic Programming: The 14th International Conference
"The International Conference on Logic Programming is the main annual conference sponsored by the Association for Logic Programming. It covers the latest research in areas such as theoretical foundations, constraints, concurrency and parallelism, deductive databases, language design and implementation nonmonotonic reasoning, and logic programming and the Internet."--BOOK JACKET.
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- 9780262291354
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The Kantian Legacy in Nineteenth-Century Science The Kantian Legacy in Ninet…
"Historians of philosophy, science, and mathematics explore the influence of Kant's philosophy on the evolution of modern scientific thought."--Jacket.
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- ISBN/ISSN
- 9780262273268
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"Knowledge-Based Neurocomputing "
Looking at ways to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system.Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems…
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- 9780262270496
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