Anzeige
Erschienen in:
2006 | OriginalPaper | Buchkapitel
Strong Systematicity in Sentence Processing by an Echo State Network
verfasst von : Stefan L. Frank
Erschienen in: Artificial Neural Networks – ICANN 2006
Verlag: Springer Berlin Heidelberg
Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.
Wählen Sie Textabschnitte aus um mit Künstlicher Intelligenz passenden Patente zu finden. powered by
Markieren Sie Textabschnitte, um KI-gestützt weitere passende Inhalte zu finden. powered by
For neural networks to be considered as realistic models of human linguistic behavior, they must be able to display the level of systematicity that is present in language. This paper investigates the systematic capacities of a sentence-processing Echo State Network. The network is trained on sentences in which particular nouns occur only as subjects and others only as objects. It is then tested on novel sentences in which these roles are reversed. Results show that the network displays so-called strong systematicity.