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Pattern Recognition by Self-Organizing Neural Networks (Bradford Books) - Gail A. Carpenter, Stephen Grossberg
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ISBN: 0262031760

[SR: 2200824], Hardcover, [EAN: 9780262031769], A Bradford Book, A Bradford Book, Book, [PU: A Bradford Book], A Bradford Book, Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general. The 19 articles take up developments in competitive learning and computational maps, adaptive resonance theory, and specialized architectures and biological connections.Introductory survey articles provide a framework for understanding the many models involved in various approaches to studying neural networks. These are followed in Part 2 by articles that form the foundation for models of competitive learning and computational mapping, and recent articles by Kohonen, applying them to problems in speech recognition, and by Hecht-Nielsen, applying them to problems in designing adaptive lookup tables. Articles in Part 3 focus on adaptive resonance theory (ART) networks, selforganizing pattern recognition systems whose top-down template feedback signals guarantee their stable learning in response to arbitrary sequences of input patterns. In Part 4, articles describe embedding ART modules into larger architectures and provide experimental evidence from neurophysiology, event-related potentials, and psychology that support the prediction that ART mechanisms exist in the brain.Contributors: J.-P. Banquet, G.A. Carpenter, S. Grossberg, R. Hecht-Nielsen, T. Kohonen, B. Kosko, T.W. Ryan, N.A. Schmajuk, W. Singer, D. Stork, C. von der Malsburg, C.L. Winter. , 3448, Certification, 10806576011, Adobe, 379347011, Cisco, 4544422011, CompTIA, 285860, Linux, 4531811011, Microsoft, 10806583011, Oracle, 10806585011, Security, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3896, Neural Networks, 3887, AI & Machine Learning, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 132552011, Computer Vision & Pattern Recognition, 3887, AI & Machine Learning, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 4682, Mental Health, 11128, Anxiety Disorders, 598622, Attention Deficit & Attention Deficit Hyperactivity Disorders, 4693, Bipolar, 282909, Codependency, 11146, Compulsive Behavior, 16311461, Dementia, 4689, Depression, 15992951, Dissociative Disorders, 282910, Dreams, 282911, Eating Disorders, 11170, Emotions, 4739, Happiness, 4694, Mood Disorders, 600620, Personality Disorders, 16311441, Post-traumatic Stress Disorder, 282839, Postpartum Depression, 4695, Schizophrenia, 10, Health, Fitness & Dieting, 1000, Subjects, 283155, Books, 11119, Psychology & Counseling, 11121, Adolescent Psychology, 11130, Applied Psychology, 11132, Child Psychology, 11149, Counseling, 11160, Creativity & Genius, 11162, Developmental Psychology, 11172, Experimental Psychology, 11173, Forensic Psychology, 11177, History, 16311181, Medicine & Psychology, 11186, Mental Illness, 11164, Neuropsychology, 11189, Occupational & Organizational, 11192, Pathologies, 11194, Personality, 11196, Physiological Aspects, 227701, Psychiatry, 11199, Psychoanalysis, 11201, Psychopharmacology, 11203, Psychotherapy, TA & NLP, 11205, Reference, 11207, Research, 11209, Sexuality, 11223, Social Psychology & Interactions, 11229, Testing & Measurement, 10, Health, Fitness & Dieting, 1000, Subjects, 283155, Books, 573358, Cognitive Psychology, 226685, Behavioral Sciences, 75, Science & Math, 1000, Subjects, 283155, Books, 15811861, Cognitive, 6511980011, Psychology, 173514, Medical Books, 1000, Subjects, 283155, Books, 468204, Computer Science, 491298, Algorithms, 491300, Artificial Intelligence, 491306, Database Storage & Design, 491308, Graphics & Visualization, 491302, Networking, 491310, Object-Oriented Software Design, 491312, Operating Systems, 491314, Programming Languages, 491316, Software Design & Engineering, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 684296011, Cognitive Psychology, 491490, Psychology, 468214, Social Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Pattern Recognition By Self-Organising Neural Networks
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ISBN: 9780262031769

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Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general. The 19 articles take up developments in competitive learning and computational maps, adaptive resonance theory, and specialized architectures. Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general. The 19 articles take up developments in competitive learning and computational maps, adaptive resonance theory, and specialized architectures and biological connections. Introductory survey articles provide a framework for understanding the many models involved in various approaches to studying neural networks. These are followed in Part 2 by articles that form the foundation for models of competitive learning and computational mapping, and recent articles by Kohonen, applying them to problems in speech recognition, and by Hecht-Nielsen, applying them to problems in designing adaptive lookup tables. Articles in Part 3 focus on adaptive resonance theory (ART) networks, selforganizing pattern recognition systems whose top-down template feedback signals guarantee their stable learning in response to arbitrary sequences of input patterns. In Part 4, articles describe embedding ART modules into larger architectures and provide experimental evidence from neurophysiology, event-related potentials, and psychology that support the prediction that ART mechanisms exist in the brain. Contributors: J-P. Banquet, G.A. Carpenter, S. Grossberg, R. Hecht-Nielsen, T. Kohonen, B. Kosko, T.W. Ryan, N.A. Schmajuk, W. Singer, D. Stork, C. von der Malsburg, C.L. Winter. Books, Computing~~Computer Science~~Artificial Intelligence, Pattern Recognition By Self-Organising Neural Networks~~Book~~9780262031769, , , , , , , , , ,, [PU: MIT Press]

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Pattern Recognition by Self-Organizing Neural Networks (Bradford Books) - Gail A. Carpenter, Stephen Grossberg
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[SR: 1551267], Gebundene Ausgabe, [EAN: 9780262031769], Mit Pr, Mit Pr, Book, [PU: Mit Pr], Mit Pr, Pattern Recognition by Self-Organising Neural Networks Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general. Full description, 135278011, Mustererkennung, 63373011, Algorithmen, 63381011, Programmieren, 62991011, Computer & Internet, 54071011, Genres, 52044011, Fremdsprachige Bücher, 64617011, Gesundheit, Geist & Körper, 65018011, Alternativmedizin, 64709011, Beauty & Fashion, 65047011, Beziehungen, 64719011, Diät & Gewichtsverlust, 64865011, Ernährung, 1316645031, Feng Shui, 65046011, Nachschlagewerke, 64769011, Persönliche Gesundheit, 64997011, Psychische Gesundheit, 64618011, Psychologie & Beratung, 65059011, Selbsthilfe, 65075011, Sex, 65089011, Sicherheit & Erste Hilfe, 64947011, Störungen & Krankheiten, 65037011, Sucht & Essstörungen, 64714011, Tod & Trauer, 64977011, Training & Fitness, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56455011, Kognitive Psychologie, 56453011, Verhaltensforschung, 56047011, Fachbücher, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Pattern Recognition by Self-Organizing Neural Networks - Carpenter, Gail A. / Grossberg, Stephen (eds.)
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[ED: Hardcover], [PU: MIT PR], Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general.710 p.Versandfertig in über 4 Wochen, [SC: 0.00]

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Pattern Recognition by Self-Organizing Neural Networks (Bradford Books) - Gail A.Carpenter
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1991, ISBN: 9780262031769

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Pattern Recognition by Self-Organizing Neural Networks
Autor:

Christopher M. Bishop

Titel:

Pattern Recognition by Self-Organizing Neural Networks

ISBN-Nummer:

9780262031769

Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general.

Detailangaben zum Buch - Pattern Recognition by Self-Organizing Neural Networks


EAN (ISBN-13): 9780262031769
ISBN (ISBN-10): 0262031760
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 1991
Herausgeber: MIT PR
710 Seiten
Gewicht: 1,660 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 19.11.2007 09:13:28
Buch zuletzt gefunden am 21.06.2016 16:20:13
ISBN/EAN: 9780262031769

ISBN - alternative Schreibweisen:
0-262-03176-0, 978-0-262-03176-9

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