Memory, Attention, and Decision-Making: A Unifying Computational Neuroscience Approach
Edmund T. Rolls
Abstract
This book presents a unified approach to understanding memory, attention, and decision-making. 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 impor ... More
This book presents a unified approach to understanding memory, attention, and decision-making. 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 book discusses the hippocampus and memory, reward- and punishment-related learning, emotion and motivation, invariant visual object recognition learning, short-term memory, attention, biased competition, probabilistic decision-making, action selection, and decision-making.
Keywords:
atention,
decision-making,
computational neuroscience,
emotion,
vision,
visual object recognition,
perception,
taste,
smell,
short-term memory
Bibliographic Information
Print publication date: 2007 |
Print ISBN-13: 9780199232703 |
Published to Oxford Scholarship Online: September 2009 |
DOI:10.1093/acprof:oso/9780199232703.001.0001 |