no code implementations • 29 Aug 2017 • Andrea Gigli, Arjan Gijsberts, Valentina Gregori, Matteo Cognolato, Manfredo Atzori, Barbara Caputo
In this paper, we develop an automated way to detect stable fixations and show that gaze information is indeed helpful in predicting hand movements.
no code implementations • 27 Feb 2017 • Valentina Gregori, Arjan Gijsberts, Barbara Caputo
A number of studies have proposed to use domain adaptation to reduce the training efforts needed to control an upper-limb prosthesis exploiting pre-trained models from prior subjects.
no code implementations • 26 Aug 2016 • Valentina Gregori, Barbara Caputo
So-called domain adaptation algorithms formalize this strategy and have indeed been shown to significantly reduce the amount of required training data for intact subjects for myoelectric movements classification.
no code implementations • 24 May 2016 • Valentina Gregori
The aim of this work is to verify, with a computational investigation, if for an amputee this kind of previous experience is useful in order to reduce the training time and boost the prosthetic control.