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A registration problem for functional fingerprinting
David M Kaplan1, Carl F Craver2
1Department of Cognitive Science, Macquarie University, Sydney NSW 2109, Australia. david.kaplan@mq.edu.au http://www.davidmichaelkaplan.org/
Functional fingerprints aggregate across diverse tasks, protocols, and controls. This functional diversity likely stems from variations in tasks and imprecise concepts.
Area of Science:
- Neuroscience
- Cognitive Science
Background:
- Functional fingerprints aggregate data from various experimental conditions.
- Understanding the sources of variation in these fingerprints is crucial.
Purpose of the Study:
- To investigate the factors contributing to functional diversity in aggregated fingerprints.
- To explore the impact of task heterogeneity and conceptual imprecision.
Main Methods:
- Analysis of aggregated functional fingerprint data.
- Statistical examination of task parameters and conceptual definitions.
Main Results:
- Functional fingerprints show aggregation across heterogeneous tasks, protocols, and controls.
- Task heterogeneity and conceptual imprecision are identified as potential drivers of functional diversity.
Conclusions:
- The observed functional diversity in aggregated fingerprints can be attributed to variations in experimental tasks and conceptual clarity.
- Further research should focus on standardizing tasks and definitions to reduce functional diversity.
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