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5 fMRI Research Wins1) Have a Theory
2) Build a Behavioral Base
3) Design, Redesign
4) Create an Analysis Hitlist
5) Make Writing Fast (& Fun)
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1) Have a Theory
A theory can be proved by experiment;but no path leads from experimentto the birth of a theory.
- Manfred Eigen
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- Begin with the neuroanatomy
- Account for previous results
- Make specific, falsifiable predictions
1) Have a Theory
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Ashby et al. (1998) Ashby, Paul, & Maddox (2011)
COVIS (Competition Between Verbal and Implicit Systems)
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SPEED (Subcortical Pathways Enable Expertise Development)
Ashby, Ennis, & Spiering (2007)
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Pessoa & Adolphs (2011)
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Pessoa (2011)
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Pessoa (2011)
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2) Build a Behavioral Base
All life is an experiment.The more experiments you make the better.
- Ralph Waldo Emerson
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2) Build a Behavioral Base
- Understand the literature
- Pick the low hanging fruit
- Simplify, simplify, simplify
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Category Learning Task
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Category Learning Stimuli
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Unstructured Categorization
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Rule-Based Categorization
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Information-Integration Categorization
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Experiment 1 - Within
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Experiment 1 - Within
Training Accuracy
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Experiment 1 - Within
Transfer Accuracy
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Experiment 2 - Between
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Experiment 2 - Between
Training Accuracy
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Experiment 2 - Between
Transfer Accuracy
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3) Design, Redesign
Design is not just what it looks like. Design is how it works.
- Steve Jobs
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3) Design, Redesign
- Define project outcome
- Thrash Now
- Create a devil’s advocate
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fMRI Methods
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Results
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Results
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Results
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ResultsResults
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4) Create an Analysis Hitlist
It's not the plan that is important,it's the planning.
- Dr. Graeme Edwards
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4) Create an Analysis Hitlist
- Door wide open
- Think through all steps
- 2 week sprints
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Expectancy violation in cadence perception
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Standard Ending
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Deceptive Ending
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Modulation Ending
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Atonal Ending
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Music-related Activations
Music > Silence Baseline
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Ending-related Activations
All Ending > Music Baseline
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Cortex Activation by Ending
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Anatomical ROIs
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Standard Ending - .01
Deceptive Ending - .02
Modulation Ending - .05
Atonal Ending - .99
Parametric Regressor
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Basal Ganglia Parametric Activation
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Granger Causality Modeling
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5) Make Writing Fast (& Fun)
The faster I write the better my output.If I’m going slow I’m in trouble.It means I’m pushing the words instead of being pulled by them.
-Raymond Chandler
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Analysis Paper
Door Open Door Closed
Team Single Advocate
Compile Winnow
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Smith, Ashby, Berg, Murphy, Spiering, Cook, & Grace, 2011
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F. Greg Ashby Carol A. Seger
Erik J. Peterson
Dan Lopez-Paniagua
Kurt Braunlich
Anastasia SaresAlexander Gonzalez
Catie AlpeterSarah Quraini
Collaborators