10 citations · 31 across the 10 of their papers we have counts for
10 papers
Deep Learning and Geometric Deep Learning: an introduction for mathematicians and physicists
R. Fioresi, F. Zanchetta
In this expository paper we want to give a brief introduction, with few key references for further reading, to the inner functioning of the new and successfull algorithms of Deep L…
A precortical module for robust CNNs to light variations
R. Fioresi, J. Petkovic
We present a simple mathematical model for the mammalian low visual pathway, taking into account its key elements: retina, lateral geniculate nucleus (LGN), primary visual cortex (…
Super Bundles
C. Carmeli, R. Fioresi, V. S. Varadarajan
In this paper we give a brief account of the main aspects of the theory of associated and principal super bundles. As an application, we review the Borel-Weil-Bott Theorem in the s…
SUSY -supergroups and their real forms
R. Fioresi, S. D. Kwok
We study SUSY -supergroups, , their classification and explicit realization, together with their real forms. In the end, we give the supergroup of SUSY preserving automor…
The Peter-Weyl Theorem for SU(1|1)
C. Carmeli, R. Fioresi, S. D. Kwok
We study a generalization of the results \in \cite{cfk} to the case of interpreted as the supercircle . We describe all of its finite dimensional complex irreduc…
Compact forms of Complex Lie Supergroups
R. Fioresi
In this paper we construct compact forms associated with a complex Lie supergroup with Lie superalgebra of classical type.