Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding

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Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding

23 May 2025

Francesca Dominici

Alessio Del Bue

Claudio Battiloro

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Papers citing "Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding"

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Title
Ordered Topological Deep Learning: a Network Modeling Case Study Guillermo Bernardez Miquel Ferriol Galmés Carlos Güemes-Palau Mathilde Papillon Pere Barlet-Ros A. Cabellos-Aparicio Nina Miolane 117 4 0 20 Mar 2025
Continuous Simplicial Neural Networks Aref Einizade Dorina Thanou Fragkiskos D. Malliaros Jhony H. Giraldo AI4CE 111 1 0 17 Mar 2025
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks Maya Bechler-Speicher Ben Finkelshtein Fabrizio Frasca Luis Muller Jan Tönshoff ... Michael M. Bronstein Mathias Niepert Bryan Perozzi Mikhail Galkin Christopher Morris OOD 243 7 0 21 Feb 2025
Higher-Order Topological Directionality and Directed Simplicial Neural Networks Manuel Lecha Andrea Cavallo Francesca Dominici Elvin Isufi Claudio Battiloro AI4CE 264 4 0 17 Jan 2025
Quantum Simplicial Neural Networks Simone Piperno Claudio Battiloro Andrea Ceschini Francesca Dominici Paolo Di Lorenzo Massimo Panella AI4CE GNN 66 1 0 09 Jan 2025
TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks Mathilde Papillon Guillermo Bernardez Claudio Battiloro Nina Miolane BDL 179 7 0 09 Oct 2024
E(n) Equivariant Topological Neural Networks Claudio Battiloro Ege Karaismailoglu Mauricio Tec George Dasoulas Michelle Audirac Francesca Dominici 149 9 0 24 May 2024