Fundamental Components of Deep Learning: A category-theoretic approach

B Gavranović - arxiv preprint arxiv:2403.13001, 2024 - arxiv.org
Deep learning, despite its remarkable achievements, is still a young field. Like the early
stages of many scientific disciplines, it is marked by the discovery of new phenomena, ad …

A categorical semantics for hierarchical Petri nets

FR Genovese, J Herold, F Loregian… - arxiv preprint arxiv …, 2021 - arxiv.org
We show how a particular variety of hierarchical nets, where the firing of a transition in the
parent net must correspond to an execution in some child net, can be modelled utilizing a …

[PDF][PDF] How Nice is this Functor? Two Squares and Some Homology go a Long Way

BM Bumpus, J Fairbanks, F Genovese… - … of Applied Category …, 2024 - oxford24.github.io
We draw some squares and apply some homology in the hope of classifying different flavors
of functors in a neat way. Our wishes are granted and we obtain homological measures of …

Nets with Mana: A Framework for Chemical Reaction Modelling

F Genovese, F Loregian, D Palombi - International Conference on Graph …, 2021 - Springer
We use categorical methods to define a new flavor of Petri nets where transitions can only
fire a limited number of times, specified by a quantity that we call mana. We do so with …

A Categorical Semantics for Bounded Petri Nets

FR Genovese, F Loregian, D Palombi - arxiv preprint arxiv:2101.09100, 2021 - arxiv.org
We provide a categorical semantics for bounded Petri nets, both in the collective-and
individual-token philosophy. In both cases, we describe the process of bounding a net …

The essence of petri net gluings

F Genovese, F Loregian, D Palombi - arxiv preprint arxiv:1909.03518, 2019 - arxiv.org
Many categorical frameworks have been proposed to formalize the idea of gluing Petri nets
with each other. Such frameworks model net gluings in terms of sharing of resources or …

for Chemical Reaction Modelling

F Loregian, D Palombi - … Conference, ICGT 2021, Held as Part of …, 2021 - books.google.com
We use categorical methods to define a new flavor of Petri nets where transitions can only
fire a limited number of times, specified by a quantity that we call mana. We do so with …

[CITARE][C] Teorıa de Categorıas Aplicada a Variabilidad