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cs.CC2023
Descriptive complexity for neural networks via Boolean networks
Veeti Ahvonen, Damian Heiman, Antti Kuusisto
We investigate the expressive power of neural networks from the point of view of descriptive complexity. We study neural networks that use floating-point numbers and piecewise poly…
cs.LO2023
Descriptive complexity for distributed computing with circuits
Veeti Ahvonen, Damian Heiman, Lauri Hella +1
We consider distributed algorithms in the realistic scenario where distributed message passing is operated via circuits. We show that within this setting, modal substitution calcul…