Mar 15, 2022 · In this work, we adapt state-of-the-art XAI algorithms to EMG hand gesture classification to understand the outcome of machine learning models with respect to ...
In this work, we adapt state-of-the-art XAI algorithms to EMG hand gesture classification to understand the outcome of machine learning models with respect to ...
For instance, (Gozzi et al., 2022) used Grad-CAM for visual explanations of the classification of EMG hand movement to improve forearm electrode placement and ...
XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification ... EMG signal features for the control of a prosthetic hand, Physiol.
Jan 31, 2022 · I'm proud and honored to share our publication "XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification". In ...
Nov 16, 2023 · XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification. Knowl.-Based Syst. 2022;240:108053. doi: 10.1016/j ...
May 31, 2024 · This research aims to provide the groundwork for smartly categorizing hand movements for use with prosthetic hands.
Missing: XAI myo-
May 25, 2024 · Due to its non-invasive nature and real-time muscle activation detection capabilities, sEMG is widely employed in hand gesture identification.
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Jun 6, 2024 · In this paper, we present a novel deep prototype learning method for accurate and generalizable EMG-based gesture classification.
Gozzi, XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification, Knowl.-Based Syst., № 240 https://doi.org/10.1016/j.knosys ...