1 citations · 2 across the 5 of their papers we have counts for
3 papers · 1 filter
Symmetries and synchronization from whole-neural activity in {\it C. elegans} connectome: Integration of functional and structural networks
Bryant Avila, Pedro Augusto, David Phillips +3
Understanding the dynamical behavior of complex systems from their underlying network architectures is a long-standing question in complexity theory. Therefore, many metrics have b…
Fibration symmetry-breaking supports functional transitions in a brain network engaged in language
Tommaso Gili, Bryant Avila, Luca Pasquini +7
In his book 'A Beautiful Question', physicist Frank Wilczek argues that symmetry is 'nature's deep design,' governing the behavior of the universe, from the smallest particles to t…
The Role of Fibration Symmetries in Geometric Deep Learning
Osvaldo Velarde, Lucas Parra, Paolo Boldi +1
Geometric Deep Learning (GDL) unifies a broad class of machine learning techniques from the perspectives of symmetries, offering a framework for introducing problem-specific induct…