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Verbalizing the Unverbalizable:
Exploring Tacit Human Cognition
Brian Spiering
Laboratory for Cognitive Neuroscience
“The formulation of a problem is often
more essential than its solution which
may be merely a matter of mathematical
or experimental skill.”
Albert Einstein
What Is
Tacit Human
Cognition?
Preview
My Definition of Tacit Human Cognition
My Current Research
Future Directions
Q & A
The fractionation of long-term
memory proposed by Squire (1988)
“We can know
more than we
can tell.”
Michael Polanyi
Tacit Knowledge
Tacit Knowledge
_______________
Tacit Cognition
Tacit cognition is the process
of applying tacit knowledge
How do you study tacit cognition?
Appropriate Tools
How do you study tacit cognition?
Appropriate Methods
How do you study tacit cognition?
Music
How do you study tacit cognition?
fMRI
My Current Study
Music cognition in the fMRI scanner
Expectancy violation in cadence
perception
Standard Ending
Deceptive Ending
Modulation Ending
Atonal Ending
Standard
Deceptive
Modulation
Atonal
Music > Silence Baseline
All Endings > Music Baseline
Standard Ending > Music Baseline
Anatomical ROIs
Defined a linear
parametric analysis
What does this study tell us
about tacit cognition?
What is next?
More analysis
Follow-up experiment
Develop a computational model
Interaction Between
Tacit & Nontacit Cognition
Categorization
Unstructured
Rule-based
Information-integration
My Current Study
Categorization in the fMRI scanner
Switching between systems
Unstructured
Rule-based
Information
Stimulus
Unstructured
Rule-based
Information-integration
Training
Training
Transfer
Transfer
Transfer
Transfer
Transfer
Behavioral Results
US > Baseline
RB > Baseline
II > Baseline
Switching Results
What is next?
More subjects
More analysis
Summary
Tacit cognition
Music
Categorization
Acknowledgements
Carol Seger
Graduate Students
Kurt, Dan, & Erik
Undergraduate Students
Ana, Alex, Sarah, & Cattie
Support
NIH Grant R01MH079182
“Problems cannot be
solved at the same level
of awareness that
created them.”
Albert Einstein
Questions?

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Verbalizing the unverbalizable: Exploring tacit human cognition.

Editor's Notes

  1. Disclaimer - I get really excited about my research and talk too fast. Please ask me to slow down or re-explain anything
  2. I ’m starting big picture. One of the best big picture people in science is Albert Einstein.
  3. I ’m starting big picture. One of the best big picture people in science is Albert Einstein.
  4. Declarative vs. nondeclarative memory/cognition It is a definition the negative. I ’m a positive guy. I want to reframe the question in the positive.
  5. Continuing being inspired by dead white guys. 1958 “Personal Knowledge: Towards a Post-critical Philosophy” critique of positivist conception of scientific knowledge knowledge are not represented as system of statements some knowledge embodied in the knower (or in the cognitive system) pre-logical phase of knowing as 'tacit knowledge'. Tacit knowledge comprises a range of conceptual and sensory information and images that can be brought to bear in an attempt to make sense of something (see Hodgkin 1991). “ knowing what” vs. “knowing how” Many bits of tacit knowledge can be brought together to help form a new model or theory.
  6. I ’m psychologist and philosopher. I am more interested in facts and experiments. That reminds of an old joke. Maybe it is so old, it is new again: “Search committee was hiring one position. It was a small school and they narrowed down between a theoretical psychologist and philosopher. The theoretical psychologist said I don’t need much just a small office, with standard stuff, I.e. desk, bookshelf, white board, and waste basket. The philosophy candidate replied I doesn’t need the waste basket.” I ’m interested in the process and actions. Difference with a distinction I ’m still developing this concept. But it is start and proposing a direction. I’m studying what something is. Not what something is not. The current study only addresses cognition not learning. Tacit learning is acquiring tacit knowledge. I might cover my research in that if we have time.
  7. Right tools improper tasks proper tasks Most Tasks can be accomplished with a aariety of strategies Pick a task that is best/only solved with a tacit strategy Right methods improper methods proper methods certain bevharioral fMRI TMS
  8. Right tools improper tasks proper tasks Most Tasks can be accomplished with a aariety of strategies Pick a task that is best/only solved with a tacit strategy Right methods improper methods proper methods certain bevharioral fMRI TMS
  9. Right tools Intro Tacit explicit unless you ’re a musical theoris or a critic Universal but particular Learned via environment exposure Steal from ted talk about music cognition
  10. Right methods improper methods proper methods certain behavioral fMRI TMS no need for a response My personal tacit about exploring tacit knowledge humans are rule making machines if you ask them to do a task then will make up a verbal explicit story about why?
  11. Now that I told why. I ’m going to tell what and how Current Study 15 Musical pieces Classic, Bach, Based on European lullabies Each with 4 different endings Standard Deceptive Modulation Atonal
  12. I ’m not going to dance about architecture or talk about music
  13. Music>silence baseline superior XXXXXXX
  14. All endings > Music baseline ignore motor activation task related more anateor
  15. standard ending > Music baseline subcortical (The nature of tacit cognition would predict subcortical activity)
  16. Apoiri Anatomical ROIs We defined a linear parametric analysis
  17. betas
  18. Betas Wild conjunction Cortical can still process atonal music cognitive stratery Subcortical doesn ’t learned patterns in the envirnoment it doesn ’t fit with patterns
  19. What does this study tells us about tacit cognition? right tool manipulate it a verbalizable strategy makes the task difficult/impossible/ right tool we are able to look at the regions associated with the task that is first step
  20. More analysis Follow-up experiment tacit - nonmusicans nontacit - musicans Develop a computational model brain basis a corpus of research about neuro signitures
  21. Some tasks can be accomplish via multiple strategies e.g. Weather prediction Inherit limiter and turned into the focus of the next series of the experiments (Switching may be also form of tacit cognition)
  22. Fundamental cognition universal but particular Definitions making groups Many to one, reduction
  23. My personal numbers
  24. basketball
  25. Surfing Learning to connect perception with action lots of waves (in fact, every one is different) you have put them into the category of surfable or not
  26. fMRI No single study has looked put it all together Research Questions? #1 each one separately Each of the task is best accomplished using a different strategy that relies on a different brain system #2 switching between
  27. Boring What they lack in style they make up for in substance 2 orthogonal perception separate dimensions
  28. Disc stimuli
  29. Disc stimuli
  30. Disc stimuli
  31. More subjects more power for switching trials More analysis switching feedback jitter trick
  32. Tacit cognition Music Categorization comparing tacit to nontacit