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...

Повний опис

Бібліографічні деталі
Автори: Knorozova, NA, Ronca, A
Формат: Conference item
Мова:English
Опубліковано: IJCAI Organization 2024