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EMG in Neural Networks

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  • EMG in Neural Networks

    I am a mechanical engineering master's student at the University of
    Delaware. I am working on a project which is using Neural Networks to
    predict the gait patterns of cerebral palsy patients after rectus transfer
    surgery. We are planning on using pre-op EMG and kinematic data to
    predict the post-op kinematic data.

    To pre-process the data, we have been using Fourier transforms for feature
    extraction of the kinematic data but have been unable to find an
    appropriate method of pre-processing the EMG data.

    Does anyone know of current methods for using EMG data in Neural
    networks, others who may be doing similar research, or papers sighting
    this kind of pre-processing? Thanks in advance.

    Leslie Hersh