Home
My Research
Talks
Publications
Teaching
Outreach
Contact
Light
Dark
Automatic
Talks
Emergent global dynamics of topological signals
This talk explores the emerging field of topological signals, dynamical variables defined on higher-order networks such as simplicial or cell complexes. These are functions defined on simplicial complexes that generalize the idea of node-based dynamics to higher-order interactions, allowing signals to propagate across links, faces, and higher-dimensional simplices.
Nov 9, 2025 12:00 AM — Nov 16, 2025 12:00 AM
London, England
Learning with the spectrum in Neural Networks
Feb 22, 2023 12:00 AM
Florence, Italy
Spectral Feedforward Neural Network
A collection of invited talks and seminars presented at various institutes and workshops, focusing on advancements in neural networks and machine learning.
Jul 13, 2022 12:00 AM — Jul 14, 2022 12:00 AM
London, England
Spectral Learning in Feed-Forward and Recurrent Neural Networks
A collection of invited talks and seminars presented at various institutes and workshops, focusing on advancements in neural networks and machine learning.
May 24, 2022 12:00 AM — May 25, 2022 12:00 AM
Como, Italy
Spectral Learning for Deep Neural Networks
A collection of invited talks and seminars presented at various institutes and workshops, focusing on advancements in neural networks and machine learning.
May 12, 2022 12:00 AM
Bruxelles, Belgium
Cite
×