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Memory, Attention, and Decision-Making

A Unifying Computational Neuroscience Approach

Autor: Rolls

Język:

Oprawa: Twarda

Wydawca: Oxford University Press

Dostępność: 50 % szansa

Przeszukamy cały świat

890.94 zł

Memory, attention, and decision-making are three major areas of psychology. They are frequently stud...

Informacje o książce

Autor

Rolls

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2007

strony

820

EAN

9780199232703

ISBN

0199232709

Enbook ID

04477576

Wydawca

Oxford University Press

Waga

1572

Wymiary

188 x 254 x 53

Pełny opis

Memory, attention, and decision-making are three major areas of psychology. They are frequently studied in isolation, and using a range of models to understand them. This book brings a unified approach to understanding these three processes. It shows how these fundamental functions for cognitive neuroscience can be understood in a common and unifying computational neuroscience framework. This framework links empirical research on brain function from neurophysiology, functional neuroimaging, and the effects of brain damage, to a description of how neural networks in the brain implement these functions using a set of common principles. The book describes the principles of operation of these networks, and how they could implement such important functions as memory, attention, and decision-making. The topics covered include The hippocampus and memory Reward and punishment related learning: emotion and motivation Visual object recognition learning Short term memory Attention, short term memory, and biased competition Probabilistic decision-making Action selection Decision-making Also included are tutorial appendices on Neural networks in the brain Neural encoding in the brain 'Memory, Attention and Decision-Making' will be valuable for those in the fields of neuroscience, psychology, and cognitive neuroscience from advanced undergraduate level upwards. It will also be of interest to those interested in neuroeconomics, animal behaviour, zoology, evolutionary biology, psychiatry, medicine, and philosophy. The book has been written with modular chapters and sections, making it possible to select particular Chapters for course work.

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A Unifying Computational Neuroscience Approach

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