Vitoantonio Bevilacqua | Scuola Superiore Sant'Anna

Publications

Sibilano, Elena; Buongiorno, Domenico; Lassi, Michael; Grippo, Antonello; Bessi, Valentina; Sorbi, Sandro; Mazzoni, Alberto; Bevilacqua, Vitoantonio; Brunetti, Antonio

Understanding the Role of Self-Attention in a Transformer Model for the Discrimination of SCD From MCI Using Resting-State EEG Open new browser tab

(2024)
Sibilano, Elena; Brunetti, Antonio; Buongiorno, Domenico; Lassi, Michael; Grippo, Antonello; Bessi, Valentina; Micera, Silvestro; Mazzoni, Alberto; Bevilacqua, Vitoantonio

An attention-based deep learning approach for the classification of subjective cognitive decline and mild cognitive impairment using resting-state EEG Open new browser tab

(2023)
Camardella, C.; Barsotti, M.; Buongiorno, D.; Frisoli, A.; Bevilacqua, V.

Towards online myoelectric control based on muscle synergies-to-force mapping for robotic applications Open new browser tab

(2021)
Buongiorno, D.; Cascarano, G. D.; Camardella, C.; Feudis, I. D.; Frisoli, A.; Bevilacqua, V.

Task-oriented muscle synergy extraction using an autoencoder-based neural model Open new browser tab

(2020)
Buongiorno, D; Camardella, C; Cascarano, Gd; Murciego, Lp; Barsotti, M; De Feudis, I; Frisoli, A; Bevilacqua, V

An undercomplete autoencoder to extract muscle synergies for motor intention detection Open new browser tab

(2019)
Camardella, Cristian; Barsotti, Michele; Murciego, Luis Pelaez; Buongiorno, Domenico; Bevilacqua, Vitoantonio; Frisoli, Antonio

Evaluating Generalization Capability of Bio-inspired Models for a Myoelectric Control: A Pilot Study Open new browser tab

(2019)
Papapicco, Vito; Parri, Andrea; Martini, Elena; Bevilacqua, Vitoantonio; Crea, Simona; Vitiello, Nicola

Locomotion Mode Classification Based on Support Vector Machines and Hip Joint Angles: A Feasibility Study for Applications in Wearable Robotics Open new browser tab

(2018)
Buongiorno, Domenico; Barsotti, Michele; Barone, Francesco; Bevilacqua, Vitoantonio; Frisoli, Antonio

A linear approach to optimize an EMG-driven neuromusculoskeletal model for movement intention detection in myo-control: A case study on shoulder and elbow joints Open new browser tab

(2018)
Bortone, Ilaria; Trotta, Gianpaolo Francesco; Brunetti, Antonio; Cascarano, Giacomo Donato; Loconsole, Claudio; Agnello, Nadia; Argentiero, Alberto; Nicolardi, Giuseppe; Frisoli, Antonio; Bevilacqua, Vitoantonio

A novel approach in combination of 3D gait analysis data for aiding clinical decision-making in patients with Parkinson’s disease Open new browser tab

(2017)
Buongiorno, Domenico; Barone, Francesco; Berger, Denise J.; Cesqui, Benedetta; Bevilacqua, Vitoantonio; D'Avella, Andrea; Frisoli, Antonio

Evaluation of a Pose-Shared Synergy-Based Isometric Model for Hand Force Estimation: Towards Myocontrol Open new browser tab

(2017)