Nested incremental modeling in the development of computational theories: The CDP+ model of reading aloud.
Swinburne University of Technology · Laboratoire de Psychologie Cognitive · +1 more institution
Abstract
At least 3 different types of computational model have been shown to account for various facets of both normal and impaired single word reading: (a) the connectionist triangle model, (b) the dual-route cascaded model, and (c) the connectionist dual process model. Major strengths and weaknesses of these models are identified. In the spirit of nested incremental modeling, a new connectionist dual process model (the CDP+ model) is presented. This model builds on the strengths of 2 of the previous models while eliminating their weaknesses. Contrary to the dual-route cascaded model, CDP+ is able to learn and produce graded consistency effects. Contrary to the triangle and the connectionist dual process models, CDP+…
Citation impact
- FWCI
- 46.59
- Percentile
- 100%
- References
- 181
Authors
3Topics & keywords
- Connectionism
- Strengths and weaknesses
- Consistency (knowledge bases)
- Computer science
- Reading (process)
- Dual (grammatical number)
- Reading aloud
- Computational model
- Quality Education