Training the Mind and Brain: Investigating Individual Differences in the Ability to Learn and Benefit Cognitively from Language Training

Abstract

Learning a second language (L2) in adulthood is difficult but often desirable, and large individual differences exist in the ability to do so. Our funded program of research looked at the neurocognitive predictors of such L2 aptitude in healthy young adults. Across several experiments we showed that neural indexes outperformed behavioral measures when predicting subsequent L2 learning. We also showed that learning a second language creates changes in both brain functioning and cognitive abilities, at least in the short term. Finally, through our computational modeling efforts, we created a critical modification to the ACT-R architecture that allows us to account for individual differences in complex skill learning.

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Document Details

Document Type
Technical Report
Publication Date
Feb 23, 2018
Accession Number
AD1056269

Entities

People

  • Andrea Stocco
  • Chantel S. Prat

Organizations

  • University of Washington

Tags

Communities of Interest

  • Biomedical
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Accuracy
  • Brain
  • Cognition
  • Cognitive Neuroscience
  • Cognitive Science
  • Computational Modeling
  • Computer Simulations
  • Education
  • Electroencephalography
  • Frequency
  • Health Care
  • Language
  • Learning
  • Magnetic Resonance
  • Mental Processes
  • Neurobiology
  • Neuroimaging
  • Neurosciences
  • Psychology
  • Reinforcement Learning
  • Students
  • Training

Readers

  • Artificial Intelligence
  • Instructional Design and Training Evaluation.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.