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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Knorozova, NA, Ronca, A
Μορφή: Conference item
Γλώσσα:English
Έκδοση: IJCAI Organization 2024