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...

Полное описание

Библиографические подробности
Главные авторы: Knorozova, NA, Ronca, A
Формат: Conference item
Язык:English
Опубликовано: IJCAI Organization 2024