BORRA, DAVIDE
BORRA, DAVIDE
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
Convolutional neural networks reveal properties of reach-to-grasp encoding in posterior parietal cortex
2024 Borra D.; Filippini M.; Ursino M.; Fattori P.; Magosso E.
EEG Features Learned by Convolutional Neural Networks Reflect Alterations of Social Stimuli Processing in Autism
2024 Borra D.; Diciotti S.; Magosso E.
Explaining Network Decision Provides Insights on the Causal Interaction Between Brain Regions in a Motor Imagery Task
2024 Borra D.; Ravanelli M.
Multi-modal Decoding of Reach-to-Grasping from EEG and EMG via Neural Networks
2024 Borra D.; Fraternali M.; Ravanelli M.; Magosso E.
SpeechBrain-MOABB: An open-source Python library for benchmarking deep neural networks applied to EEG signals
2024 Borra D.; Paissan F.; Ravanelli M.
The strength of anticipated distractors shapes EEG alpha and theta oscillations in a Working Memory task
2024 Magosso, Elisa; Borra, Davide
A Bayesian-Optimized Convolutional Neural Network to Decode Reach-to-Grasp from Macaque Dorsomedial Visual Stream
2023 Borra D.; Filippini M.; Ursino M.; Fattori P.; Magosso E.
Decoding movement kinematics from EEG using an interpretable convolutional neural network
2023 Borra D.; Mondini V.; Magosso E.; Muller-Putz G.R.
Deep learning applied to EEG source-data reveals both ventral and dorsal visual stream involvement in holistic processing of social stimuli
2023 Borra D.; Bossi F.; Rivolta D.; Magosso E.
Depth and direction effects in the prediction of static and shifted reaching goals from kinematics
2023 Bosco, A; Filippini, M; Borra, D; Kirchner, E A; Fattori, P
Modulations of Cortical Power and Connectivity in Alpha and Beta Bands during the Preparation of Reaching Movements
2023 Borra D.; Fantozzi S.; Bisi M.C.; Magosso E.
Motor decoding from the posterior parietal cortex using deep neural networks
2023 Borra, Davide; Filippini, Matteo; Ursino, Mauro; Fattori, Patrizia; Magosso, Elisa
THETA AND ALPHA MODULATIONS OF CORTICAL POWER AND CONNECTIVITY IN A VISUAL WORKING MEMORY TASK WITH ANTICIPATED DISTRACTORS
2023 Borra, Davide; Taddei, Annalisa; Pirazzini, Gabriele; Magosso, Elisa
A Bayesian-optimized design for an interpretable convolutional neural network to decode and analyze the P300 response in autism
2022 Borra D.; Magosso E.; Castelo-Branco M.; Simoes M.
Aquatic Therapy after Incomplete Spinal Cord Injury: Gait Initiation Analysis Using Inertial Sensors
2022 Fantozzi S.; Borra D.; Cortesi M.; Ferrari A.; Ciacci S.; Chiari L.; Baroncini I.
Decoding sensorimotor information from superior parietal lobule of macaque via Convolutional Neural Networks
2022 Filippini, Matteo; Borra, Davide; Ursino, Mauro; Magosso, Elisa; Fattori, Patrizia
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
2021 Xiong, Zhaohan; Xia, Qing; Hu, Zhiqiang; Huang, Ning; Bian, Cheng; Zheng, Yefeng; Vesal, Sulaiman; 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
A Lightweight Multi-Scale Convolutional Neural Network for P300 Decoding: Analysis of Training Strategies and Uncovering of Network Decision
2021 Borra D.; Fantozzi S.; Magosso E.
Deep learning-based EEG analysis: investigating P3 ERP components
2021 Borra D.; Magosso E.
A Dual-Branched Convolutional Neural Network for P300 detection and feature interpretation
2020 Borra D.; Fantozzi S.; Magosso E.