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BORRA, DAVIDE

BORRA, DAVIDE  

DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"  

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Titolo Autore(i) Anno Periodico Editore Tipo File
Inferring Arm Movement Direction from EEG Signals Using Explainable Deep Learning Fraternali, Matteo; Magosso, Elisa; Borra, Davide 2026-01-01 SENSORS - 1.01 Articolo in rivista -
Revealing EEG signatures of intervention in disorder of consciousness using artificial intelligence: methodology and feasibility Borra, D.; Bonsangue, V.; Straudi, S.; Magosso, E. 2026-01-01 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - 1.01 Articolo in rivista ComputerMethodProgrBiomed_2026-compressed.pdf
A Compact Convolutional Neural Network for Decoding EEG Functional Connectivity: Application to Motor Imagery Borra, Davide; Diciotti, Stefano; Magosso, Elisa 2025-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno -
A deep learning-enriched framework for analyzing brain functional connectivity Borra, D.; Magosso, E. 2025-01-01 SCIENTIFIC REPORTS - 1.01 Articolo in rivista -
A protocol for trustworthy EEG decoding with neural networks Borra, Davide; Magosso, Elisa; Ravanelli, Mirco 2025-01-01 NEURAL NETWORKS - 1.01 Articolo in rivista dborra_nn2025.pdf
Automatically Revealing Multi-Domain EEG Signatures Related to Motor Imagery Using a Fully-Interpretable Convolutional Neural Network Borra, Davide; Benedetti, Agnese; Magosso, Elisa 2025-01-01 - IEEE 4.01 Contributo in Atti di convegno -
Combining EEG Oscillation Analysis and Explainable Artificial Intelligence for Characterizing Visuospatial Attention Magosso, E.; Bruno, P.; Borra, D. 2025-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno CameraReady_ACAIN2024_SpatialAttention.pdf
Editorial: Methods in brain-computer interfaces: 2023 Borra, Davide; Ma, Ming; Martinez-Martin, Ester; Xia, Likun 2025-01-01 FRONTIERS IN HUMAN NEUROSCIENCE - 1.01 Articolo in rivista -
Explainability of fMRI Decoding Models Can Unveil Insights into Neural Mechanisms Related to Emotions Agostinho, Daniel; Borra, Davide; Castelo-Branco, Miguel; Simões, Marco 2025-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno Explainability_of_fMRI_decoding_models.pdf
Interpretable and Explainable AI Reveals EEG Signatures of Intervention in Minimally Conscious State Patients Borra, Davide; Fraternali, Matteo; Bonsangue, Valentina; Lavezzi, Susanna; Straudi, Sofia; Magoss...o, Elisa 2025-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno -
Unveiling multi-domain signatures of EEG oscillations using a fully-interpretable convolutional neural network Borra, Davide; Magosso, Elisa 2025-01-01 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - 1.01 Articolo in rivista 1-s2.0-S0169260725004250-main.pdf
Convolutional neural networks reveal properties of reach-to-grasp encoding in posterior parietal cortex Borra, D.; Filippini, M.; Ursino, M.; Fattori, P.; Magosso, E. 2024-01-01 COMPUTERS IN BIOLOGY AND MEDICINE - 1.01 Articolo in rivista 1-s2.0-S0010482524002725-main (1)_compressed.pdf
EEG Features Learned by Convolutional Neural Networks Reflect Alterations of Social Stimuli Processing in Autism Borra, D.; Diciotti, S.; Magosso, E. 2024-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno 540_camera_ready.pdf
Explaining Network Decision Provides Insights on the Causal Interaction Between Brain Regions in a Motor Imagery Task Borra, D.; Ravanelli, M. 2024-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno -
Multi-modal Decoding of Reach-to-Grasping from EEG and EMG via Neural Networks Borra, D.; Fraternali, M.; Ravanelli, M.; Magosso, E. 2024-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno paper_42_camera_ready.pdf
Open-Source Conversational AI with SpeechBrain 1.0 Ravanelli, M.; Parcollet, T.; Moumen, A.; De Langen, S.; Subakan, C.; Plantinga, P.; Wang, Y.; Mo...usavi, P.; Libera, L. D.; Ploujnikov, A.; Paissan, F.; Borra, D.; Zaiem, S.; Zhao, Z.; Zhang, S.; Karakasidis, G.; Yeh, S. -L.; Champion, P.; Rouhe, A.; Braun, R.; Mai, F.; Zuluaga-Gomez, J.; Mousavi, S. M.; Nautsch, A.; Nguyen, H.; Liu, X.; Sagar, S.; Duret, J.; Mdhaffar, S.; Laperriere, G.; Rouvier, M.; De Mori, R.; Esteve, Y. 2024-01-01 JOURNAL OF MACHINE LEARNING RESEARCH - 1.01 Articolo in rivista -
SpeechBrain-MOABB: An open-source Python library for benchmarking deep neural networks applied to EEG signals Borra, D.; Paissan, F.; Ravanelli, M. 2024-01-01 COMPUTERS IN BIOLOGY AND MEDICINE - 1.01 Articolo in rivista 1-s2.0-S001048252401182X-main.pdf
The strength of anticipated distractors shapes EEG alpha and theta oscillations in a Working Memory task Magosso, Elisa; Borra, Davide 2024-01-01 NEUROIMAGE - 1.01 Articolo in rivista NeuroImage_2024-compresso.pdf; SUPPLEMENTARY MATERIALS_CorrectedProof.pdf
A Bayesian-Optimized Convolutional Neural Network to Decode Reach-to-Grasp from Macaque Dorsomedial Visual Stream Borra D.; Filippini M.; Ursino M.; Fattori P.; Magosso E. 2023-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno A Bayesian-optimized Convolutional Neural Network_postprint.pdf
Decoding movement kinematics from EEG using an interpretable convolutional neural network Borra D.; Mondini V.; Magosso E.; Muller-Putz G.R. 2023-01-01 COMPUTERS IN BIOLOGY AND MEDICINE - 1.01 Articolo in rivista ComputersInBiolMedic_SuppMat_2023.pdf; ComputersInBiolMedic_2023-compresso.pdf