Frontal oscillatory dynamics predict feedback learning and action adjustment

J Cogn Neurosci. 2011 Dec;23(12):4106-21. doi: 10.1162/jocn_a_00110. Epub 2011 Aug 3.

Abstract

Frontal oscillatory dynamics in the theta (4-8 Hz) and beta (20-30 Hz) frequency bands have been implicated in cognitive control processes. Here we investigated the changes in coordinated activity within and between frontal brain areas during feedback-based response learning. In a time estimation task, participants learned to press a button after specific, randomly selected time intervals (300-2000 msec) using the feedback after each button press (correct, too fast, too slow). Consistent with previous findings, theta-band activity over medial frontal scalp sites (presumably reflecting medial frontal cortex activity) was stronger after negative feedback, whereas beta-band activity was stronger after positive feedback. Theta-band power predicted learning only after negative feedback, and beta-band power predicted learning after positive and negative feedback. Furthermore, negative feedback increased theta-band intersite phase synchrony (a millisecond resolution measure of functional connectivity) among right lateral prefrontal, medial frontal, and sensorimotor sites. These results demonstrate the importance of frontal theta- and beta-band oscillations and intersite communication in the realization of reinforcement learning.

Publication types

  • Randomized Controlled Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Biofeedback, Psychology / methods
  • Biofeedback, Psychology / physiology
  • Female
  • Frontal Lobe / physiology*
  • Humans
  • Learning / physiology*
  • Male
  • Neurofeedback / methods
  • Neurofeedback / physiology*
  • Predictive Value of Tests
  • Psychomotor Performance / physiology*
  • Reaction Time / physiology
  • Young Adult