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The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
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Multiple brain activation patterns for the same perceptual decision-making task.

Johan Nakuci1, Jiwon Yeon2, Nadia Haddara3

  • 1School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA. jnakuci@gmail.com.

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|February 19, 2025
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Summary
This summary is machine-generated.

Researchers discovered that the same cognitive task can be performed using different brain activation patterns. This challenges previous assumptions about brain function during decision-making and reveals hidden neural variability.

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Area of Science:

  • Neuroscience
  • Cognitive Science
  • Psychology

Background:

  • Characterizing variations in internal brain states that influence cognition and behavior is difficult.
  • Understanding how the brain accomplishes tasks with consistent outcomes but potentially different neural processes is crucial.

Purpose of the Study:

  • To investigate whether distinct brain region activation patterns occur on different trials within the same task.
  • To explore the neural basis of task accomplishment using functional MRI (fMRI) data.

Main Methods:

  • Functional MRI (fMRI) was used to record brain-wide signals during three perceptual decision-making experiments.
  • Trial-to-trial brain activation fluctuations were analyzed.
  • Modularity-maximization clustering was applied to group trials based on activation similarity.

Main Results:

  • Multiple distinct and stable trial subtypes were identified across all experiments.
  • One subtype showed significant default mode network (DMN) activation, contrary to expectations for attention-demanding tasks.
  • Other subtypes exhibited activation in task-positive networks, yet the DMN subtype showed similar behavioral performance.

Conclusions:

  • The same perceptual decision-making task can be executed via multiple, distinct brain activation patterns.
  • This suggests greater neural flexibility and hidden variability in cognitive processes than previously understood.
  • The role of the default mode network during task performance may be more complex than typically assumed.