Personne
Fiorenzo Artoni
Cette personne n’est plus à l’EPFL
Publications associées (29)
Decoding electroencephalographic responses to visual stimuli compatible with electrical stimulation
Silvestro Micera, Simone Romeni, Laura Toni, Fiorenzo Artoni
Electrical stimulation of the visual nervous system could improve the quality of life of patients affected by acquired blindness by restoring some visual sensations, but requires careful optimization of stimulation parameters to produce useful perceptions. ...
Aip Publishing2024Event-related causality in stereo-EEG discriminates syntactic processing of noun phrases and verb phrases
Silvestro Micera, Fiorenzo Artoni
Objective. Syntax involves complex neurobiological mechanisms, which are difficult to disentangle for multiple reasons. Using a protocol able to separate syntactic information from sound information we investigated the neural causal connections evoked by t ...
IOP Publishing Ltd2023Cortico-muscular connectivity is modulated by passive and active Lokomat-assisted Gait
Silvestro Micera, Fiorenzo Artoni
The effects of robotic-assisted gait (RAG) training, besides conventional therapy, on neuroplasticity mechanisms and cortical integration in locomotion are still uncertain. To advance our knowledge on the matter, we determined the involvement of motor cort ...
Berlin2023Deep Learning with Convolutional Neural Network for Proportional Control of Finger Movements from surface EMG Recordings
Silvestro Micera, Vincent Alexandre Mendez, Leonardo Pollina, Fiorenzo Artoni
The control of robotic prosthetic hands (RPHs) for upper limb amputees is far from optimal. Simultaneous and proportional finger control of a RPH based on EMG signals is still challenging. Based on EMG and kinematics recordings of subjects following a pre- ...
IEEE2021The open EEGLAB portal Interface: High-Performance computing with EEGLAB
EEGLAB signal processing environment is currently the leading open-source software for processing electroencephalographic (EEG) data. The Neuroscience Gateway (NSG, nsgportal.org) is a web and API-based portal allowing users to easily run a variety of neur ...
ACADEMIC PRESS INC ELSEVIER SCIENCE2021Stimulus evoked causality estimation in stereo-EEG
Silvestro Micera, Fiorenzo Artoni
Objective. Stereo-electroencephalography (SEEG) has recently gained importance in analyzing brain functions. Its high temporal resolution and spatial specificity make it a powerful tool to investigate the strength, direction, and spectral content of brain ...
IOP PUBLISHING LTD2021Analysis system and method for analysing the movement of a portion of the body and/or of a human prosthesis
Silvestro Micera, Andrea Crema, Fiorenzo Artoni
An analysis method (200) for analysing the pressure exerted by a portion of the body and/or of a human prosthesis comprises the following steps: sampling data generated by the portion of the body and/or the human prosthesis during a threshold calibration p ...
2021Hybrid Human-Machine Interface for Gait Decoding Through Bayesian Fusion of EEG and EMG Classifiers
Silvestro Micera, Fiorenzo Artoni, Luca Tonin, Stefano Tortora
Despite the advances in the field of brain computer interfaces (BCI), the use of the sole electroencephalography (EEG) signal to control walking rehabilitation devices is currently not viable in clinical settings, due to its unreliability. Hybrid interface ...
2020High gamma response tracks different syntactic structures in homophonous phrases
Silvestro Micera, Fiorenzo Artoni
Syntax is a species-specific component of human language combining a finite set of words in a potentially infinite number of sentences. Since words are by definition expressed by sound, factoring out syntactic information is normally impossible. Here, we c ...
NATURE PUBLISHING GROUP2020Deep learning-based BCI for gait decoding from EEG with LSTM recurrent neural network
Silvestro Micera, Fiorenzo Artoni, Stefano Tortora
Objective.Mobile Brain/Body Imaging (MoBI) frameworks allowed the research community to find evidence of cortical involvement at walking initiation and during locomotion. However, the decoding of gait patterns from brain signals remains an open challenge. ...
IOP PUBLISHING LTD2020