The influence of morphological regularities on the dynamics of a connectionist network
- PMID: 10433747
- DOI: 10.1006/brln.1999.2106
The influence of morphological regularities on the dynamics of a connectionist network
Abstract
The effects of morphological regularities on the behavior of connectionist networks were studied by training identical networks on orthographic-semantic mappings that either contained such regularities or did not. Morphological regularities had a substantial impact on both the amount of training needed to learn a mapping and the number of words that could be included in the training set. A variety of analyses demonstrated how morphological regularities structure the organization and componentiality of a network's internal representations.
Copyright 1999 Academic Press.
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