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Dec 2001
ISBN 0262232170
371 pp.
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Dynamical Cognitive Science
Lawrence M. Ward

Dynamical Cognitive Science makes available to the cognitive science community the analytical tools and techniques of dynamical systems science, adding the variables of change and time to the study of human cognition. The unifying theme is that human behavior is an "unfolding in time" whose study should be augmented by the application of time-sensitive tools from disciplines such as physics, mathematics, and economics, where change over time is of central importance.

The book provides a fast-paced, comprehensive introduction to the application of dynamical systems science to the cognitive sciences. Topics include linear and nonlinear time series analysis, chaos theory, complexity theory, relaxation oscillators, and metatheoretical issues of modeling and theory building. Tools and techniques are discussed in the context of their application to basic cognitive science problems, including perception, memory, psychophysics, judgment and decision making, and consciousness. The final chapter summarizes the contemporary study of consciousness and suggests how dynamical approaches to cognitive science can help to advance our understanding of this central concept.

Table of Contents
 Preface
1 Magic, Ritual, and Dynamics
2 Sequence
3 Rhythms of Behavior
4 Time
5 Cognitive Processes and Time
6 Systems and General Systems Theory
7 Science and Theory
8 Dynamical Versus Statistical Models
9 Dynamical and Structural Models
10 Deterministic Versus Stochastic
11 Linear Time Series Analysis
12 Probability Theory and Stochastic
13 Stochastic Models in Physics
14 Noise
15 Colored Noise
16 1/f Noise in Human Cognition
17 1/f Noise in the Brain
18 Models of 1/f Noise
19 Statistical Theory of 1/f Noise
20 Stochastic Resonance
21 Stochastic Resonance and Perception
22 Stochastic Resonance in the Brain
23 Chaos
24 Chaos and Randomness
25 Nonlinear Time Series Analysis
26 Chaos in Human Behavior?
27 Chaos in the Brain?
28 Perception of Sequence
29 Can People Behave Randomly?
30 Can People Behave Chaotically?
31 Relaxation Oscillators: A Foundation
32 Evolution and Ecology of Cognition
33 Dynamical Cognitive Neuroscience
34 Dynamical Computation
35 Dynamical Consciousness
 References
 Index
 
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Psychology, Cognitive Science


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