Now showing items 1-3 of 3

    • Bayesian Filtering of Surface EMG for Accurate Simultaneous and Proportional Prosthetic Control 

      Hofmann, David; Jiang, Ning; Vujaklija, Ivan; Farina, Dario (Institute of Electrical and Electronics Engineers, 2016-12-01)
      The amplitude of the surface EMG (sEMG) is commonly estimated by rectification or other nonlinear transformations, followed by smoothing (low-pass linear filtering). Although computationally efficient, this approach leads ...
    • Motor Unit Characteristics after Targeted Muscle Reinnervation 

      Kapelner, Tamas; Jiang, Ning; Holobar, Ales; Vujaklija, Ivan; Roche, Aidan; Farina, Dario; Aszmann, Oskar C. (Public Library of Science, 2016-02-22)
      Targeted muscle reinnervation (TMR) is a surgical procedure used to redirect nerves originally controlling muscles of the amputated limb into remaining muscles above the amputation, to treat phantom limb pain and facilitate ...
    • Online mapping of EMG signals into kinematics by autoencoding 

      Vujaklija, Ivan; Shalchyan, Vahid; Kamavuako, Ernest Nlandu; Jiang, Ning; Marateb, Hamid R.; Farina, Dario (Biomed Central, 2018-03-13)
      Background: In this paper, we propose a nonlinear minimally supervised method based on autoencoding (AEN) of EMG for myocontrol. The proposed method was tested against the state-of-the-art (SOA) control scheme using a ...


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