Search Results for author: Nadezda Alexandrovna Knorozova

Found 2 papers, 0 papers with code

On The Expressivity of Recurrent Neural Cascades

no code implementations14 Dec 2023 Nadezda Alexandrovna Knorozova, Alessandro Ronca

A notable implication of our framework is that RNCs can achieve the expressivity of all regular languages by introducing neurons that can implement groups.

Automata Cascades: Expressivity and Sample Complexity

no code implementations25 Nov 2022 Alessandro Ronca, Nadezda Alexandrovna Knorozova, Giuseppe De Giacomo

Guided by this theory, we propose automata cascades as a structured, modular, way to describe automata as complex systems made of many components, each implementing a specific functionality.

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