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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
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
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 -
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
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 -
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
Deep learning applied to EEG source-data reveals both ventral and dorsal visual stream involvement in holistic processing of social stimuli Borra D.; Bossi F.; Rivolta D.; Magosso E. 2023-01-01 SCIENTIFIC REPORTS - 1.01 Articolo in rivista ScientReports_2023.pdf; ScientReports_SuppMat_2023.pdf
Depth and direction effects in the prediction of static and shifted reaching goals from kinematics Bosco, A; Filippini, M; Borra, D; Kirchner, E A; Fattori, P 2023-01-01 SCIENTIFIC REPORTS - 1.01 Articolo in rivista Bosco et al 2023.pdf
Modulations of Cortical Power and Connectivity in Alpha and Beta Bands during the Preparation of Reaching Movements Borra D.; Fantozzi S.; Bisi M.C.; Magosso E. 2023-01-01 SENSORS - 1.01 Articolo in rivista Borra et al 2023.pdf; Borra_Sensors_2023_SuppMat.pdf
Motor decoding from the posterior parietal cortex using deep neural networks Borra, Davide; Filippini, Matteo; Ursino, Mauro; Fattori, Patrizia; Magosso, Elisa 2023-01-01 JOURNAL OF NEURAL ENGINEERING - 1.01 Articolo in rivista Borra_2023_J._Neural_Eng._20_036016.pdf
THETA AND ALPHA MODULATIONS OF CORTICAL POWER AND CONNECTIVITY IN A VISUAL WORKING MEMORY TASK WITH ANTICIPATED DISTRACTORS Borra, Davide; Taddei, Annalisa; Pirazzini, Gabriele; Magosso, Elisa 2023-01-01 - - 4.02 Riassunto (Abstract) -
A Bayesian-optimized design for an interpretable convolutional neural network to decode and analyze the P300 response in autism Borra, D.; Magosso, E.; Castelo-Branco, M.; Simoes, M. 2022-01-01 JOURNAL OF NEURAL ENGINEERING - 1.01 Articolo in rivista JNeuEngineering_2022_SuppMat.pdf; JNE_2022_Postprint.pdf
Aquatic Therapy after Incomplete Spinal Cord Injury: Gait Initiation Analysis Using Inertial Sensors Fantozzi S.; Borra D.; Cortesi M.; Ferrari A.; Ciacci S.; Chiari L.; Baroncini I. 2022-01-01 INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH - 1.01 Articolo in rivista Fantozzi et al 2022b.pdf
Decoding sensorimotor information from superior parietal lobule of macaque via Convolutional Neural Networks Filippini, Matteo; Borra, Davide; Ursino, Mauro; Magosso, Elisa; Fattori, Patrizia 2022-01-01 NEURAL NETWORKS - 1.01 Articolo in rivista 1-s2.0-S0893608022001228-main (2).pdf
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging Xiong, Zhaohan; Xia, Qing; Hu, Zhiqiang; Huang, Ning; Bian, Cheng; Zheng, Yefeng; Vesal, Sulaiman... espandi; Ravikumar, Nishant; Maier, Andreas; Yang, Xin; Heng, Pheng-Ann; Ni, Dong; Li, Caizi; Tong, Qianqian; Si, Weixin; Puybareau, Elodie; Khoudli, Younes; Géraud, Thierry; Chen, Chen; Bai, Wenjia; Rueckert, Daniel; Xu, Lingchao; Zhuang, Xiahai; Luo, Xinzhe; Jia, Shuman; Sermesant, Maxime; Liu, Yashu; Wang, Kuanquan; Borra, Davide; Masci, Alessandro; Corsi, Cristiana; de Vente, Coen; Veta, Mitko; Karim, Rashed; Preetha, Chandrakanth Jayachandran; Engelhardt, Sandy; Qiao, Menyun; Wang, Yuanyuan; Tao, Qian; Nuñez-Garcia, Marta; Camara, Oscar; Savioli, Nicolo; Lamata, Pablo; Zhao, Jichao 2021-01-01 MEDICAL IMAGE ANALYSIS - 1.01 Articolo in rivista MEDIA-D-20-00410 (004).pdf
A Lightweight Multi-Scale Convolutional Neural Network for P300 Decoding: Analysis of Training Strategies and Uncovering of Network Decision Borra D.; Fantozzi S.; Magosso E. 2021-01-01 FRONTIERS IN HUMAN NEUROSCIENCE - 1.01 Articolo in rivista FrontHumNeurosci_2021.pdf; FrontHumNeurosci_2021_SupplementaryMaterials_.pdf