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An Introduction to Neural Networks - Anderson, James A. / Anderson
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Anderson, James A. / Anderson:
An Introduction to Neural Networks - used book

1996, ISBN: 9780262011440

ID: 792862

Choice Outstanding Academic Title, 1996. "An Introduction to Neural Networks" falls into a new ecological niche for texts. Based on notes that have been class-tested for more than a decade, it is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modeling, and at engineers who want to go beyond formal algorithms to applications and computing strategies. It is the only current text to approach networks from a broad neuroscience and cognitive science perspective, with an emphasis on the biology and psychology behind the assumptions of the models, as well as on what the models might be used for. It describes the mathematical and computational tools needed and provides an account of the author's own ideas. Students learn how to teach arithmetic to a neural network and get a short course on linear associative memory and adaptive maps. They are introduced to the author's brain-state-in-a-box (BSB) model and are provided with some of the neurobiological background necessary for a firm grasp of the general subject. The field now known as neural networks has split in recent years into two major groups, mirrored in the texts that are currently available: the engineers who are primarily interested in practical applications of the new adaptive, parallel computing technology, and the cognitive scientists and neuroscientists who are interested in scientific applications. As the gap between these two groups widens, Anderson notes that the academics have tended to drift off into irrelevant, often excessively abstract research while the engineers have lost contact with the source of ideas in the field. Neuroscience, he points out, provides a rich and valuable source of ideas about data representation and setting up the data representation is the major part of neural network programming. Both cognitive science and neuroscience give insights into how this can be done effectively: cognitive science suggests what to compute and neuroscience suggests how to compute it. An Introduction to Neural Networks Anderson, James A. / Anderson, Bradford Book

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An Introduction to Neural Networks - Anderson, James A.
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Anderson, James A.:
An Introduction to Neural Networks - used book

ISBN: 0262011441

ID: 4270461

An Introduction to Neural Networks falls into a new ecological niche for texts. Based on notes that have been class-tested for more than a decade, it is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modeling, and at engineers who want to go beyond formal algorithms to applications and computing strategies. It is the only current text to approach networks from a broad neuroscience and cognitive science perspective, with an emphasis on the biology and psychology behind the assumptions of the models, as well as on what the models might be used for. It describes the mathematical and computational tools needed and provides an account of the author's own ideas.Students learn how to teach arithmetic to a neural network and get a short course on linear associative memory and adaptive maps. They are introduced to the author's brain-state-in-a-box (BSB) model and are provided with some of the neurobiological background necessary for a firm grasp of the general subject.The field now known as neural networks has split in recent years into two major groups, mirrored in the texts that are currently available: the engineers who are primarily interested in practical applications of the new adaptive, parallel computing technology, and the cognitive scientists and neuroscientists who are interested in scientific applications. As the gap between these two groups widens, Anderson notes that the academ anthropology,artificial intelligence,behavioral sciences,biological sciences,biology,business and management,certification,computer science,computers,computers and technology Biology, A Bradford Book

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An Introduction to Neural Networks (Bradford Books) - James A. Anderson
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James A. Anderson:
An Introduction to Neural Networks (Bradford Books) - hardcover

ISBN: 0262011441

[SR: 3136644], Hardcover, [EAN: 9780262011440], MIT Press, MIT Press, Book, [PU: MIT Press], 1995-05-02, MIT Press, 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269279, Information Systems, 269349, Systems Analysis & Design, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269577, Network Topics, 269520, Networking & Security, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269709, Algorithms, 269678, Programming, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 496522, Specific Topics, 276351, Compulsive Behaviour, 276352, Eating Disorders, 276370, Emotions, 276407, Hypnosis, 276382, Mental Health & Illness, 276402, Sexual Behaviour, 276408, Sleep & Dreams, 276410, Suicide, 276389, The Self, Ego & Personality, 496550, Violence, 276348, Psychology & Psychiatry, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 277912, Biological Sciences, 277972, Animal Sciences, 277913, Biochemistry, 922086, Biological Science, 922084, Biotechnology, 277921, Botany & Plant Sciences, 922194, Ecology, 922094, Education, 922170, Evolution, 277942, Genetics, 277958, Hydrobiology, 922082, Reference, 277948, Taxonomy & Systematics, 57, Science & Nature, 1025612, Subjects, 266239, Books

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An Introduction to Neural Networks - James A. Anderson
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James A. Anderson:
An Introduction to Neural Networks - used book

ISBN: 0262011441

ID: 3180024

Based on notes that have been class-tested for more than a decade, this text is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modelling and at engineers who want to go beyond formal algorithms to applications and computing strategies. It offers an approach networks from a broad neuroscience and cognitive science perspective, with an emphasis on the biology and psychology behind the assumptions of the models, as well as on what the models might be used for. It describes the mathematical and computational tools needed and provides an account of the author's own ideas. anthropology,artificial intelligence,behavioral sciences,biological sciences,biology,business and management,certification,computer science,computers,computers and technology Biology, MIT Press

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An Introduction to Neural Networks, Neural Network Modelling and Connectionism
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ISBN: 0262011441

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Details of the book
An Introduction to Neural Networks

"An Introduction to Neural Networks" falls into a new ecological niche for texts. Based on notes that have been class-tested for more than a decade, it is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modeling, and at engineers who want to go beyond formal algorithms to applications and computing strategies. It is the only current text to approach networks from a broad neuroscience and cognitive science perspective, with an emphasis on the biology and psychology behind the assumptions of the models, as well as on what the models might be used for. It describes the mathematical and computational tools needed and provides an account of the author's own ideas.Students learn how to teach arithmetic to a neural network and get a short course on linear associative memory and adaptive maps. They are introduced to the author's brain-state-in-a-box (BSB) model and are provided with some of the neurobiological background necessary for a firm grasp of the general subject.The field now known as neural networks has split in recent years into two major groups, mirrored in the texts that are currently available: the engineers who are primarily interested in practical applications of the new adaptive, parallel computing technology, and the cognitive scientists and neuroscientists who are interested in scientific applications. As the gap between these two groups widens, Anderson notes that the academics have tended to drift off into irrelevant, often excessively abstract research while the engineers have lost contact with the source of ideas in the field. Neuroscience, he points out, provides a rich and valuable source of ideas aboutdata representation and setting up the data representation is the major part of neural network programming. Both cognitive science and neuroscience give insights into how this can be done effectively: cognitive science suggests what to compute and neuroscience suggests how

Details of the book - An Introduction to Neural Networks


EAN (ISBN-13): 9780262011440
ISBN (ISBN-10): 0262011441
Hardcover
Publishing year: 1995
Publisher: MIT PR
666 Pages
Weight: 1,501 kg
Language: eng/Englisch

Book in our database since 05.11.2007 08:36:28
Book found last time on 24.08.2018 14:47:30
ISBN/EAN: 0262011441

ISBN - alternate spelling:
0-262-01144-1, 978-0-262-01144-0


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