Connectionist Modelling in Cognitive Neuropsychology: A Case Study, Plaut, David C.

Название: Connectionist approaches to natural language processing
ISBN: 1138640077 ISBN-13(EAN): 9781138640078
Издательство: Taylor&Francis
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Описание: Originally published in 1992, when connectionist natural language processing (CNLP) was a new and burgeoning research area, this book represented a timely assessment of the state of the art in the field.

Автор: Reilly, R G
Название: Connectionist Approaches to Natural Language Processing
ISBN: 1138640069 ISBN-13(EAN): 9781138640061
Издательство: Taylor&Francis
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Цена: 27562.00 р.
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Автор: Houghton George
Название: Connectionist Models in Cognitive Psychology
ISBN: 0415646901 ISBN-13(EAN): 9780415646901
Издательство: Taylor&Francis
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Цена: 7961.00 р.
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Описание: A state-of-the-art review of neural network modelling in core areas of cognitive psychology including: memory and learning, language (written and spoken), cognitive development, cognitive control, attention and action.

Автор: Philip R.van Loocke
Название: The Dynamics of Concepts
ISBN: 3540576479 ISBN-13(EAN): 9783540576471
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This monograph develops a recurrent connectionist model whereby convergence times can be interpreted as decision latencies. The learning rule proposed is extracted from psychological experiments. This volume should benefit researchers in artificial knowledge learning and cognitive psychology.

Автор: Cohen Mike X.
Название: Analyzing Neural Time Series Data: Theory and Practice
ISBN: 0262019876 ISBN-13(EAN): 9780262019873
Издательство: MIT Press
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Цена: 11850.00 р.
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Описание:

A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings.

This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists.

Readers who go through the book chapter by chapter and implement the examples in Matlab will develop an understanding of why and how analyses are performed, how to interpret results, what the methodological issues are, and how to perform single-subject-level and group-level analyses. Researchers who are familiar with using automated programs to perform advanced analyses will learn what happens when they click the "analyze now" button.

The book provides sample data and downloadable Matlab code. Each of the 38 chapters covers one analysis topic, and these topics progress from simple to advanced. Most chapters conclude with exercises that further develop the material covered in the chapter. Many of the methods presented (including convolution, the Fourier transform, and Euler's formula) are fundamental and form the groundwork for other advanced data analysis methods. Readers who master the methods in the book will be well prepared to learn other approaches.

Автор: Plaut
Название: Connectionist Modelling in Cognitive Neuropsychology: A Case Study
ISBN: 1138877034 ISBN-13(EAN): 9781138877030
Издательство: Taylor&Francis
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Цена: 5205.00 р.
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Описание: This title presents the most comprehensive existing "case study" of how the effects of damage in connectionist models can replicate the patterns of cognitive impairments that can arise in humans as a result of brain damage.

Автор: Cohen, Gillian
Название: Exploring Cognition: Damaged Brains and Neural Networks
ISBN: 1841692182 ISBN-13(EAN): 9781841692180
Издательство: Taylor&Francis
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Цена: 5205.00 р.
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Автор: Cohen, Gillian
Название: Exploring Cognition: Damaged Brains and Neural Networks
ISBN: 1841692174 ISBN-13(EAN): 9781841692173
Издательство: Taylor&Francis
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Цена: 13779.00 р.
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Автор: Houghton, George
Название: Connectionist Models in Cognitive Psychology
ISBN: 1841692239 ISBN-13(EAN): 9781841692234
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Автор: Healy, Alice F.
Название: From Learning Theory to Connectionist Theory
ISBN: 0805810978 ISBN-13(EAN): 9780805810974
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Автор: Healy, Alice F.
Название: From Learning Theory to Connectionist Theory
ISBN: 0805810986 ISBN-13(EAN): 9780805810981
Издательство: Taylor&Francis
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Цена: 7654.00 р.
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Автор: Dinsmore, John
Название: The Symbolic and Connectionist Paradigms
ISBN: 080581079X ISBN-13(EAN): 9780805810790
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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