The Influence of Morphological Regularities on the Dynamics of a Connectionist Network  

Oleh:

Rueckl, Jay G. ; Raveh, Michal

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Brain and Language (Full Text) vol. 68 no. 1-2 (1999), page 110-117.
Topik: connectionism; morphology; word identification
Fulltext: 68_01-02_Rueckl.pdf (31.9KB)

Isi artikel

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.

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