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Multifractal dynamics in the emergence of cognitive structure
James A Dixon1, John G Holden, Daniel Mirman
1Department of Psychology, University of Connecticut, USA.
Topics in Cognitive Science
|January 19, 2012
Summary
Cognitive science views cognition through energy flow, not just information. Multifractality, or complex fractal scaling, reveals energy dynamics crucial for understanding cognitive development and change.
Area of Science:
- Cognitive Science
- Complex Systems Theory
- Neuroscience
Background:
- Traditional cognitive science focuses on information exchange.
- A complex-systems approach emphasizes energy flow as fundamental to cognition.
- Cognitive performance fluctuations exhibit fractal (power-law) relationships.
Purpose of the Study:
- To explore cognition within the framework of energy flow.
- To investigate multifractality as a key characteristic of cognitive systems.
- To link multifractality to cognitive development and change.
Main Methods:
- Analysis of fractal (power-law) relationships in cognitive performance.
- Examination of multifractality in cognitive system dynamics.
- Survey of recent findings on multifractality in developmental outcomes and cognitive change.
Main Results:
- Cognitive systems display multiple, not single, power-law relationships (multifractality).
- Multifractality reflects multiscale energy flow governing cognition.
- Findings link multifractality to atypical development and cognitive prediction.
Conclusions:
- Multifractality offers novel insights into energy flow dynamics in cognition.
- Energy flow, as revealed by multifractality, drives cognitive structure emergence.
- This framework moves beyond information processing to a more holistic view of cognition.
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