Joan Falcó-Roget

According to our database, Joan Falcó-Roget authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units.

Joan Falcó-Roget, Kacper Jurek, Barbara Wojtarowicz, Karol Capala, Katarzyna Rycerz

IEEE Trans. Netw. Sci. Eng., 2026

2025

Exploiting Graph Convolutional Networks for Insightful Classification and Explanation of Traumatic Brain Injury.

Tiziana Currieri, Joan Falcó-Roget, Elham Rostami, Salvatore Vitabile, Alessandro Crimi

IEEE Access, 2025

End-to-End Stroke Imaging Analysis Using Effective Connectivity and Interpretable Artificial Intelligence.

Wojciech Ciezobka, Joan Falcó-Roget, Cemal Koba, Alessandro Crimi

IEEE Access, 2025

2024

Modularity maximization and community detection in complex networks through recursive and hierarchical annealing in the D-Wave Advantage quantum processing units.

Joan Falcó-Roget, Kacper Jurek, Barbara Wojtarowicz, Karol Capala, Katarzyna Rycerz

CoRR, 2024

End-to-end Stroke imaging analysis, using reservoir computing-based effective connectivity, and interpretable Artificial intelligence.

Wojciech Ciezobka, Joan Falcó-Roget, Cemal Koba, Alessandro Crimi

CoRR, 2024

Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients.

Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Disrupting scientific podcasts. Prototype and blueprints for an ergodic neuroscientific talk.

Jan K. Argasinski, Katarzyna Baliga-Nicholson, Anna Partyka, Kamil Pilch, Joan Falcó-Roget

Proceedings of the 35th ACM Conference on Hypertext and Social Media, 2024

2023

Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification.

Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Jan K. Argasinski, Alessandro Crimi

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Emergent Computations in Trained Artificial Neural Networks and Real Brains.

Néstor Parga, Luis Serrano-Fernández, Joan Falcó-Roget

CoRR, 2022

Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients.

Joan Falcó-Roget, Alessandro Crimi

Proceedings of the Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis, 2022