On the expressivity of recurrent neural cascades with identity

Recurrent Neural Cascades (RNC) are the class of recurrent neural networks with no cyclic dependencies among recurrent neurons. Their subclass RNC+ with positive recurrent weights has been shown to be closely connected to the starfree regular languages, which are the expressivity of many well-establ...

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Detalles Bibliográficos
Main Authors: Knorozova, NA, Ronca, A
Formato: Conference item
Idioma:English
Publicado: IJCAI Organization 2024