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...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Knorozova, NA, Ronca, A
Aineistotyyppi: Conference item
Kieli:English
Julkaistu: IJCAI Organization 2024