4.3 Review

Comparing perceptual learning across tasks: A review

Journal

JOURNAL OF VISION
Volume 2, Issue 2, Pages 190-203

Publisher

ASSOC RESEARCH VISION OPHTHALMOLOGY INC
DOI: 10.1167/2.2.5

Keywords

plasticity; training; pattern discrimination; object recognition; detection; discrimination; learning

Categories

Funding

  1. National Institutes of Health [R01-EY13149, R01-EY01711]
  2. National Science Foundation [SBR-9870897]
  3. La Jolla Interfaces in Science
  4. NATIONAL EYE INSTITUTE [R01EY013149, R01EY001711] Funding Source: NIH RePORTER

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We compared perceptual learning in 16 psychophysical studies, ranging from low-level spatial frequency and orientation discrimination tasks to high-level object and face-recognition tasks. All studies examined learning over at least four sessions and were carried out foveally or using free fixation. Comparison of learning effects across this wide range of tasks demonstrates that the amount of learning varies widely between different tasks. A variety of factors seems to affect learning, including the number of perceptual dimensions relevant to the task, external noise, familiarity, and task complexity.

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