BERNARDINI, ALESSANDRA
BERNARDINI, ALESSANDRA
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Comparison Of Weakly Supervised Regression Of sEMG Signals With State-Of-the-Art Unsupervised Methods For Robot Hand Control: A Pilot Study
2025 Meattini, Roberto; Bernardini, Alessandra; Palli, Gianluca; Melchiorri, Claudio
Neuromuscular Interfacing for Advancing Kinesthetic and Teleoperated Programming by Demonstration of Collaborative Robots
2025 Meattini, Roberto; Amerí, Armando; Bernardini, Alessandra; Gonzalez-Huarte, Javier; Ibarguren, Aitor; Melchiorri, Claudio; Palli, Gianluca
Approaches for Exploiting Neural Networks for Semi-supervised Myoelectric Control of Robot Hands
2024 Meattini, Roberto; Bernardini, Alessandra; Caporali, Alessio; Palli, Gianluca; Melchiorri, Claudio
Self-Supervised Regression of sEMG Signals Combining Non-Negative Matrix Factorization With Deep Neural Networks for Robot Hand Multiple Grasping Motion Control
2023 Meattini R.; Caporali A.; Bernardini A.; Palli G.; Melchiorri C.
Simulative and Experimental Evaluation of a Soft-DTW Neural Network for sEMG-Based Robotic Grasping
2023 Bernardini A.; Meattini R.; Palli G.; Melchiorri C.
sEMG-Based Minimally Supervised Regression Using Soft-DTW Neural Networks for Robot Hand Grasping Control
2022 Meattini, R; Bernardini, A; Palli, G; Melchiorri, C