Fraternali, Matteo; Magosso, Elisa; Borra, Davide, Inferring Arm Movement Direction from EEG Signals Using Explainable Deep Learning, «SENSORS», 2026, 26, Article number: 1235 , pp. 1 - 26 [Scientific article]
Borra, D.; Bonsangue, V.; Straudi, S.; Magosso, E., Revealing EEG signatures of intervention in disorder of consciousness using artificial intelligence: methodology and feasibility, «COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE», 2026, 275, Article number: 109159 , pp. 1 - 21 [Scientific article]
Borra, Davide; Diciotti, Stefano; Magosso, Elisa, A Compact Convolutional Neural Network for Decoding EEG Functional Connectivity: Application to Motor Imagery, in: Lecture Notes in Computer Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, 2025, 15510, pp. 102 - 115 (atti di: 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024, Castiglione della Pescaia, Italia, 2024) [Contribution to conference proceedings]
Borra, D.; Magosso, E., A deep learning-enriched framework for analyzing brain functional connectivity, «SCIENTIFIC REPORTS», 2025, 15, Article number: 34504 , pp. 1 - 26 [Scientific article]
Borra, Davide; Magosso, Elisa; Ravanelli, Mirco, A protocol for trustworthy EEG decoding with neural networks, «NEURAL NETWORKS», 2025, 182, Article number: 106847 , pp. 1 - 22 [Scientific article]Open Access
Borra, Davide; Benedetti, Agnese; Magosso, Elisa, Automatically Revealing Multi-Domain EEG Signatures Related to Motor Imagery Using a Fully-Interpretable Convolutional Neural Network, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), IEEE, 2025, 2025, pp. 1 - 7 (atti di: 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenaghen, Danimarca, 2025) [Contribution to conference proceedings]
Magosso, E.; Bruno, P.; Borra, D., Combining EEG Oscillation Analysis and Explainable Artificial Intelligence for Characterizing Visuospatial Attention, in: Lecture Notes in Computer Science, CHAM, Springer Science and Business Media Deutschland GmbH, 2025, 15510, pp. 1 - 16 (atti di: 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024, Italia, Castiglion della Pescaia, 2024) [Contribution to conference proceedings]Open Access
Borra, Davide; Ma, Ming; Martinez-Martin, Ester; Xia, Likun, Editorial: Methods in brain-computer interfaces: 2023, «FRONTIERS IN HUMAN NEUROSCIENCE», 2025, 19, Article number: 1647584 , pp. 1 - 3 [Scientific article]
Agostinho, Daniel; Borra, Davide; Castelo-Branco, Miguel; Simões, Marco, Explainability of fMRI Decoding Models Can Unveil Insights into Neural Mechanisms Related to Emotions, in: Progress in Artificial Intelligence, Springer Science and Business Media Deutschland GmbH, 2025, 14968, pp. 285 - 296 (atti di: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do castelo, Portugal, 3-6 settembre 2024) [Contribution to conference proceedings]Open Access
Borra, Davide; Fraternali, Matteo; Bonsangue, Valentina; Lavezzi, Susanna; Straudi, Sofia; Magosso, Elisa, Interpretable and Explainable AI Reveals EEG Signatures of Intervention in Minimally Conscious State Patients, in: Lecture Notes in Computer Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, 2025, 15735, pp. 52 - 56 (atti di: 23rd International Conference on Artificial Intelligence in Medicine, AIME 2025, Pavia, Italia, 2025) [Contribution to conference proceedings]
Borra, Davide; Magosso, Elisa, Unveiling multi-domain signatures of EEG oscillations using a fully-interpretable convolutional neural network, «COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE», 2025, 271, Article number: 109008 , pp. 1 - 24 [Scientific article]
Borra, D.; Filippini, M.; Ursino, M.; Fattori, P.; Magosso, E., Convolutional neural networks reveal properties of reach-to-grasp encoding in posterior parietal cortex, «COMPUTERS IN BIOLOGY AND MEDICINE», 2024, 172, Article number: 108188 , pp. 1 - 16 [Scientific article]Open Access
Borra, D.; Diciotti, S.; Magosso, E., EEG Features Learned by Convolutional Neural Networks Reflect Alterations of Social Stimuli Processing in Autism, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2024, 15019, pp. 124 - 136 (atti di: 33rd International Conference on Artificial Neural Networks, ICANN 2024, che, 2024) [Contribution to conference proceedings]Open Access
Borra, D.; Ravanelli, M., Explaining Network Decision Provides Insights on the Causal Interaction Between Brain Regions in a Motor Imagery Task, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2024, 15154, pp. 156 - 167 (atti di: 11th IAPR TC3 workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2024, can, 2024) [Contribution to conference proceedings]
Borra, D.; Fraternali, M.; Ravanelli, M.; Magosso, E., Multi-modal Decoding of Reach-to-Grasping from EEG and EMG via Neural Networks, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2024, 15154, pp. 168 - 179 (atti di: 11th IAPR TC3 workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2024, can, 2024) [Contribution to conference proceedings]Open Access
