1 citations · 2 across the 3 of their papers we have counts for
3 papers
On the Expressivity of Recurrent Neural Cascades with Identity
Nadezda Alexandrovna Knorozova, Alessandro Ronca
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…
On The Expressivity of Recurrent Neural Cascades
Nadezda Alexandrovna Knorozova, Alessandro Ronca
Recurrent Neural Cascades (RNCs) are the recurrent neural networks with no cyclic dependencies among recurrent neurons. This class of recurrent networks has received a lot of atten…
Automata Cascades: Expressivity and Sample Complexity
Alessandro Ronca, Nadezda Alexandrovna Knorozova, Giuseppe De Giacomo
Every automaton can be decomposed into a cascade of basic prime automata. This is the Prime Decomposition Theorem by Krohn and Rhodes. Guided by this theory, we propose automata ca…