Neural representation of abstract task structure during generalization

Abstract

Cognitive models in psychology and neuroscience widely assume that the human brain maintains an abstract representation of tasks. This assumption is fundamental to theories explaining how we learn quickly, think creatively, and act flexibly. However, neural evidence for a verifiably generative abstract task representation has been lacking. Here, we report an experimental paradigm that requires forming such a representation to act adaptively in novel conditions without feedback. Using functional magnetic resonance imaging, we observed that abstract task structure was represented within left mid-lateral prefrontal cortex, bilateral precuneus, and inferior parietal cortex. These results provide support for the neural instantiation of the long-supposed abstract task representation in a setting where we can verify its influence. Such a representation can afford massive expansions of behavioral flexibility without additional experience, a vital characteristic of human cognition.

Document Details

Document Type
Pub Defense Publication
Publication Date
Mar 17, 2021
Source ID
10.7554/elife.63226

Entities

People

  • Avinash R Vaidya
  • David Badre
  • Henry M Jones
  • Johanny Castillo

Organizations

  • Brown University
  • National Institute of General Medical Sciences
  • National Institute of Mental Health
  • Office of Naval Research
  • Stanford University

Tags

Fields of Study

  • Geography

Readers

  • Neural Network Machine Learning.
  • Neuroscience
  • Systems Analysis and Design