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| Preface | |
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| Magic, Ritual, and Dynamics | |
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| Magic and Ritual | |
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| Dynamics | |
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| Sequence | |
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| The Serial Universe | |
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| The Problem of Serial Order in Behavior | |
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| Markovian Analysis of Behavior | |
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| Rhythms of Behavior | |
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| The Dance of Life | |
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| Music and Rhythm | |
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| Rhythms in the Brain | |
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| Time | |
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| Space-Time | |
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| The Arrow of Time | |
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| Measuring Time | |
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| Cognitive Processes and Time | |
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| Temporal Unfolding of Cognitive Behavior | |
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| Timing of Cognitive Behavior | |
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| Memory | |
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| Systems and General Systems Theory | |
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| Systems | |
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| General Systems Theory | |
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| Dynamical Systems Theory | |
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| Science and Theory | |
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| The Mandala of Science | |
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| Formal Theories | |
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| Principle of Complementarity | |
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| Dynamical versus Statical Models | |
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| Theories, Models, and Data | |
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| Statical Models | |
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| Dynamical Models | |
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| Why We Need Both Statical and Dynamical Models | |
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| Dynamical and Structural Models | |
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| Structural Models | |
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| Graph Theory | |
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| Interplay between Dynamical and Structural Models | |
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| Deterministic versus Stochastic Dynamical Models | |
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| Deterministic Models | |
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| Stochastic Models | |
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| Do We Need Both? | |
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| Linear Time Series Analysis | |
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| Time Series and Noise | |
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| ARIMA (p,d,q) | |
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| ARIMA Model of Time Estimation | |
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| Mixed Regression-ARIMA Model of Psychophysical Judgment | |
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| Probability Theory and Stochastic Models | |
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| Dynamical Cognitive Science and Mathematics | |
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| Stochastic Processes: A Random Walk to Ruin | |
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| Critical Points in Stochastic Models | |
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| Ergodicity and the Markov Property | |
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| Stochastic Models in Physics | |
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| The Master Equation | |
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| Quantum Physics | |
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| Complementarity Redux | |
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| Noise | |
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| What Is Noise? | |
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| Probabilistic Description of Noise | |
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| Spectral Properties of Noise | |
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| Colored Noise | |
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| The Ubiquity of Colored Noise | |
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| The Vicissitudes of the Exponent [alpha] | |
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| Colored Noise in Living Systems | |
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| 1/f Noise in Human Cognition | |
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| Music and Time Perception | |
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| Reaction Time | |
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| 1/f Noise in the Brain | |
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| Neural Activity | |
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| Magnetoencephalogram Recordings | |
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| Electroencephalogram and Event-Related Potential Recordings | |
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| Models of 1/f Noise | |
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| The Simplest Case | |
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| Multiplicative Noise | |
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| Self-Organized Criticality | |
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| Center-Surround Neural Network | |
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| Statistical Theory of 1/f Noise | |
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| What Must Be Explained | |
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| Queuing in a Wire | |
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| Arima (1, 0, 0) | |
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| Multifractals and Wild Self-Affinity | |
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| Stochastic Resonance | |
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| What is Stochastic Resonance? | |
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| Stochastic Resonance in a Threshold Detector | |
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| Stochastic Resonance and Perception | |
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| Detection of Weak Signals by Animals | |
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| Stochastic Resonance in Human Perception | |
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| Stochastic Resonance in the Brain | |
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| Stochastic Resonance in Neurons | |
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| Neural Networks | |
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| Chaos | |
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| Chaos Is Not What You Think It Is | |
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| What Chaos Really Is | |
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| Phase Space Drawings and Strange Attractors | |
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| Chaos and Randomness | |
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| A Random Walk through the Logistic Difference Equation | |
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| Dimensionality of an Attractor | |
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| Chaos and Noise | |
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| Nonlinear Time Series Analysis | |
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| State Space Reconstruction | |
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| Out-of-Sample Forecasting | |
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| Surrogate Data | |
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| Chaos in Human Behavior? | |
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| Could Unexplained Variance Be Chaos? | |
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| Nonlinear Forecasting Analysis of Time Estimation | |
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| Nonlinear Analysis of Mental Illness | |
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| Memory and the Logistic Difference Equation | |
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| Chaos in the Brain? | |
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| The Smell of Chaos | |
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| Dimensionality of the Electroencephalogram | |
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| Chaotic Event-Related Potentials? | |
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| Perception of Sequence | |
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| The Gambler's Fallacy | |
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| Estimation of Short-Run Probabilities | |
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| Evolution of Contingency Perception | |
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| Can People Behave Randomly? | |
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| No! | |
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| Sometimes | |
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| Sequential Dependencies and Extrasensory Perception | |
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| Can People Behave Chaotically? | |
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| Yes! | |
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| Not Really | |
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| Heuristics and Chaos | |
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| Relaxation Oscillators: A Foundation for Dynamical Modeling | |
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| A Brief Taxonomy of Oscillators | |
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| The van der Pol Relaxation Oscillator | |
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| Noisy Oscillators in the Brain | |
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| Evolution and Ecology of Cognition | |
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| Evolution of Cognition | |
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| Ecology of Cognition | |
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| Dynamical Cognitive Neuroscience | |
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| Brain Imaging | |
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| Brain Dynamics | |
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| Hybrid Models | |
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| Dynamical Computation | |
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| Numerical Methods | |
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| Neural Network Models | |
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| Exotic Computers | |
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| Dynamical Consciousness | |
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| Consciousness | |
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| Unity of Science | |
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| References | |
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| Index | |