Word identification in reading and the promise of subsymbolic psycholinguistics.

An alternative subsymbolic approach that includes a central role for the process of phonologic coding is developed around a covariant learning hypothesis, derived from a design principle common to current learning algorithms within the subsympolic paradigm.

Abstract

The vast literature concerning printed word identification either contradicts or provides ambiguous support for each of the central hypotheses of dual-process theory, the most widely accepted theory of printed word identification. In contrast, clear, positive support exists for an alternative subsymbolic approach that includes a central role for the process of phonologic coding. This subsymbolic account is developed around a covariant learning hypothesis, derived from a design principle common to current learning algorithms within the subsymbolic paradigm. Where this hypothesis applies, and it may apply broadly, it predicts a common empirical profile of development.