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
Agostinho, Daniel; Borra, Davide; Castelo-Branco, Miguel; Simões, Marco, Explainability of fMRI Decoding Models Can Unveil Insights into Neural Mechanisms Related to Emotions, 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, 2025, 14968, pp. 285 - 296 (atti di: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, prt, 2024) [Contribution to conference proceedings]
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]
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]
Borra D.; Paissan F.; Ravanelli M., SpeechBrain-MOABB: An open-source Python library for benchmarking deep neural networks applied to EEG signals, «COMPUTERS IN BIOLOGY AND MEDICINE», 2024, 182, Article number: 109097 , pp. 1 - 22 [Scientific article]
Magosso, Elisa; Borra, Davide, The strength of anticipated distractors shapes EEG alpha and theta oscillations in a Working Memory task, «NEUROIMAGE», 2024, 300, Article number: 120835 , pp. 1 - 18 [Scientific article]Open Access
Borra D.; Filippini M.; Ursino M.; Fattori P.; Magosso E., A Bayesian-Optimized Convolutional Neural Network to Decode Reach-to-Grasp from Macaque Dorsomedial Visual Stream, 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, 2023, 13811, pp. 473 - 487 (atti di: 8th International Conference on Machine Learning, Optimization, and Data Science, LOD 2022, held in conjunction with the 2nd Advanced Course and Symposium on Artificial Intelligence and Neuroscience, ACAIN 2022, Certosa di Pontignano, Siena, Italia, 2022) [Contribution to conference proceedings]Open Access
Borra D.; Mondini V.; Magosso E.; Muller-Putz G.R., Decoding movement kinematics from EEG using an interpretable convolutional neural network, «COMPUTERS IN BIOLOGY AND MEDICINE», 2023, 165, Article number: 107323 , pp. 1 - 20 [Scientific article]Open Access
Borra D.; Bossi F.; Rivolta D.; Magosso E., Deep learning applied to EEG source-data reveals both ventral and dorsal visual stream involvement in holistic processing of social stimuli, «SCIENTIFIC REPORTS», 2023, 13, Article number: 7365 , pp. 1 - 23 [Scientific article]Open Access
Bosco, A; Filippini, M; Borra, D; Kirchner, E A; Fattori, P, Depth and direction effects in the prediction of static and shifted reaching goals from kinematics, «SCIENTIFIC REPORTS», 2023, 13, Article number: 13115 , pp. 1 - 16 [Scientific article]Open Access
Borra D.; Fantozzi S.; Bisi M.C.; Magosso E., Modulations of Cortical Power and Connectivity in Alpha and Beta Bands during the Preparation of Reaching Movements, «SENSORS», 2023, 23, Article number: 3530 , pp. 1 - 23 [Scientific article]Open Access
Borra, Davide; Filippini, Matteo; Ursino, Mauro; Fattori, Patrizia; Magosso, Elisa, Motor decoding from the posterior parietal cortex using deep neural networks, «JOURNAL OF NEURAL ENGINEERING», 2023, 20, Article number: 036016 , pp. 1 - 30 [Scientific article]Open Access
Borra, Davide; Taddei, Annalisa; Pirazzini, Gabriele; Magosso, Elisa, THETA AND ALPHA MODULATIONS OF CORTICAL POWER AND CONNECTIVITY IN A VISUAL WORKING MEMORY TASK WITH ANTICIPATED DISTRACTORS, in: IBRO Neuroscience Reports, 2023, 15, pp. 819 - 819 (atti di: 11th International Brain Research Organization (IBRO) World Congress of Neuroscience, Granada, Spagna, 2023) [Abstract]
