The DRC Model of reading

The DRC Model

The DRC model is a computational model of reading which is intended to explain how skilled readers perform certain basic reading tasks. The acronym emphasizes the two fundamental properties of the model: it is a Dual Route model, and within the model information processing occurs in a Cascaded fashion.

The model consists of three routes, the lexical semantic route, the lexical nonsemantic route, and the GPC route. Each route is composed of a number of interacting layers. These layers contain sets of units. The units represent the smallest individual symbolic parts of the model, such as words in the orthographic lexicon or letters in the letter unit layer.

There are two ways in which the units of different layers interact. One is through inhibition, where the activation of a unit makes it more difficult for the activation of other units to rise. The other is through excitation, where the activation of a unit contributes to the activation of other units. Units may also interact on the same level through lateral inhibition.

Simulator

A simulator of the lexical nonsemantic and GPC routes is available for Mac OS X, Linux (x86) and Windows. It is a command line application, so it must be operated from the Terminal application in Mac OS X, the Shell in Linux or the Command (or DOS) Prompt in Windows.

DRC-SEM

An experimental version of DRC that includes a semantics layer.

DRCView

A Max OS X app for viewing DRC activation-level files.

Related Papers

1. Coltheart, M., Curtis, B. Atkins, P. and Haller, M. (1993). Models of reading aloud: Dual-route and parallel-distributed-processing approaches. Psychological Review, 100, 589-608.

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2. Coltheart, M. and Rastle, K. (1994). Serial Processing in Reading Aloud: Evidence for Dual-Route Models of Reading. Journal of Experimental Psychology: Human Perception and Performance, 20, 1197-1211.

3. Coltheart, M. and Leahy, J. (1996). Assessment of lexical and nonlexical reading abilities in children: Some normative data. Australian Journal of Psychology, 48, 136-140.

4. Coltheart, M., Langdon, R. and Haller, M. (1996). Computational cognitive neuropsychology. In Dodd B, Worrall L and Campbell R (eds). Evaluating Theories of Language: Evidence from Disordered Communication. London: Whurr Publishers.

5. Rastle, K and Coltheart, M. (1998). Whammies and double whammies: The effect of length on nonword reading. Psychonomic Bulletin & Review, 5, 277-282.

6. Cestnick, L. and Coltheart, M. (1999). The relationship between language-processing and visual-processing deficits in developmental dyslexia. Cognition, 71, 231-255.

7. Coltheart, M., Woollams, A., Kinoshita, S. and Perry, C. (1999). A position-sensitive Stroop effect: Further evidence for a left-to-right component in print-to-speech. Psychonomic Bulletin & Review, 6, 456-463.

8. Rastle, K. and Coltheart, M. (1999). Serial and strategic effects in reading aloud. Journal of Experimental Psychology: Human Perception & Performance, 25, 482-503.

9. Rastle, K. and Coltheart, M. (1999). Lexical and nonlexical phonological priming in reading aloud. Journal of Experimental Psychology: Human Perception & Performance, 25, 461-481.

10. Watters, P.A., and Patel, M. A Neural Network Model of Semantic Processing Errors in Parkinson’s Disease. Neural Processing Letters 9, 189–199 (1999). https://doi.org/10.1023/A:1018637711183

11. Rastle, K. and Coltheart, M. (2000). Serial processing in reading aloud: Reply to Zorzi (2000). Journal of Experimental Psychology: Human Perception & Performance, 26, 1232-1235.

12. Rastle, K. and Coltheart, M. (2000). Lexical and nonlexical print-to-sound translation of disyllabic words and nonwords. Journal of Memory & Language, 42, 342-364.

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14. Coltheart, M., Rastle, K., Perry, C., Langdon, R. & Ziegler, J. (2001). DRC: A Dual Route Cascaded model of visual word recognition and reading aloud. Psychological Review, 108, 204-256.

15. Roberts, M., Rastle, K., Coltheart, M. & Besner, D. (2003). When parallel processing in visual word recognition is not enough: New evidence from naming. Psychonomic Bulletin & Review, 12, 405-414.

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20. Bates, T.C., Castles, A., Luciano, M., Wright, M.J., Coltheart, M. & Martin, N.G. (2006). Genetic and environmental bases of reading & spelling: A unified genetic dual route model. Reading and Writing, 20, 147-171.

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22. Castles, A., Bates, T., Coltheart, M., Luciano, M. & Martin, N.G. (2006). Cognitive modelling and the behavior genetics of reading. Journal of Research in Reading, 29, 92-103.

23. Coltheart, M. (2006). Acquired dyslexias and the computational modelling of reading. Cognitive Neuropsychology, 23, 96-109.

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25. Howard, D., Nickels, L., Coltheart, M. & Cole-Virtue, J. (2006). Cumulative semantic inhibition in picture naming: experimental and computational studies. Cognition, 100, 464-482.

26. Rastle, K., & Coltheart, M. (2006). Is there serial processing in the reading system; and are there local representations? In Andrews, S. (Ed). All about words: Current issues in lexical processing. Hove: Psychology Press.

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30. Rastle, K., Havelka, J., Wydell, T.N., Coltheart, M. & Besner, D. (2009). The cross-script length effect: Further evidence challenging PDP models of reading aloud. Journal of Experimental Psychology: Learning, Memory and Cognition, 35, 238-246.

31. Mousikou, P., Coltheart, M., Saunders, S., & Yen, L. (2010). Is the orthographic/phonological onset a single unit in reading aloud? Journal of Experimental Psychology: Human Perception & Performance, 36(1), 175-194.

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34. Biedermann, B., Coltheart, M., Nickels, L., & Saunders, S. (2009). Effects of homophony on reading aloud: Implications for models of speech production. Language and Cognitive Processes, 24, 804-842.

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46. Pritchard, S.C., Coltheart, M., Marinus, E. & Castles, A. (2016). Modelling the implicit learning  of phonological decoding from training on whole-word spellings and pronunciations. Scientific Studies of Reading, 20, 49-63.

47. Kapnoula, E.C., Protopapas, A., Saunders, S.J. and Coltheart, M. (2017). Lexical and sublexical effects on visual word recognition in Greek: Comparing the Dual Route Cascaded (DRC) model to human behavior. Language, Cognition and Neuroscience, 32,  1290-1304.

48, Mousikou, P., Sadat, J., Lucas, R., & Rastle, K. (2017). Moving beyond the monosyllable in models of skilled reading: Mega-study of disyllabic nonword reading. Journal of Memory and Language, 93, 169–192.

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50. Ktori, M., Mousikou, P., & Rastle, K. (2018). Cues to stress assignment in reading aloud. Journal of Experimental Psychology: General, 147, 36–61.

51. Proctor, M., Coltheart, M., Ratko, L., Szalay, T., Forster, K. and Cox, F. (2021). Characterizing spoken responses in masked onset priming of reading aloud using articulography. Memory and Cognition, 49, 613-630.

52. Hameau, S., Biedermann, B., Robidoux, S. and Nickels, L. (in press). Effects of phonological neighbourhood density and frequency in picture naming. Journal of Memory and Language,