The modulation of visual and task characteristics of a writing system on hemispheric lateralization in visual word recognition-A computational exploration

Janet H. Hsiao*, Sze Man Lam

*Corresponding author for this work

Research output: Contribution to journalJournal Articlepeer-review

27 Citations (Scopus)

Abstract

Through computational modeling, here we examine whether visual and task characteristics of writing systems alone can account for lateralization differences in visual word recognition between different languages without assuming influence from left hemisphere (LH) lateralized language processes. We apply a hemispheric processing model of face recognition to visual word recognition; the model implements a theory of hemispheric asymmetry in perception that posits low spatial frequency biases in the right hemisphere and high spatial frequency (HSF) biases in the LH. We show two factors that can influence lateralization: (a) Visual similarity among words: The more similar the words in the lexicon look visually, the more HSF/LH processing is required to distinguish them, and (b) Requirement to decompose words into graphemes for grapheme-phoneme mapping: Alphabetic reading (involving grapheme-phoneme conversion) requires more HSF/LH processing than logographic reading (no grapheme-phoneme mapping). These factors may explain the difference in lateralization between English and Chinese orthographic processing.

Original languageEnglish
Pages (from-to)861-890
Number of pages30
JournalCognitive Science
Volume37
Issue number5
DOIs
Publication statusPublished - Jul 2013
Externally publishedYes

Keywords

  • Hemispheric lateralization
  • Neural networks
  • Perception
  • Reading
  • Visual word recognition

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