Additive and interactive effects of stimulus degradation: no challenge for CDP+.
S. O'Malley and D. Besner (2008) showed that additive effects of stimulus degradation and word frequency in reading aloud occur in the presence of nonwords but not in pure word lists. They argued that this dissociation presents a major challenge to interactive computational models of reading aloud and claimed that no currently implemented model is able to simulate additive effects in these conditions. In the current article, it is shown that the connectionist dual process model (CDP+) can simulate these effects because its nonlexical route is thresholded. The authors present a series of simulations showing that CDP+ can not only simulate the precise dissociation observed by O'Malley and Besner but more generally can produce additive effects for a wide range of parameter combinations and different sets of items. The nonlexical route of CDP+ was not modified post hoc to deal with the effects of stimulus quality, but it had been thresholded for principled reasons before it was known that these effects existed. Together, the effects of stimulus quality on word frequency do not challenge CDP+ but rather provide unexpected support for its architecture and processing dynamics.
Ziegler
Johannes C
JC
Aix-Marseille Universite, 13331 Marseille, Cedex 3, France. Johannes.Ziegler@ univ-provence.fr
Perry
Conrad
C
Zorzi
Marco
M
D003198:Computer Simulation; D006801:Humans; D008960:Models, Psychological; D010364:Pattern Recognition, Visual; D011930:Reaction Time / Q000502:physiology; D011932:Reading; D012684:Sensory Thresholds / Q000502:physiology; D014705:Verbal Behavior; D014831:Voice