Physiological Noise Filtering in Functional Near-Infrared Spectroscopy Signals Using Wavelet Transform and Long-Short Term Memory Networks

Activated channels of functional near-infrared spectroscopy are typically identified using the desired hemodynamic response function (dHRF) generated by a trial period.However, this approach is not possible for an unknown trial period.In this paper, an innovative method not using the dHRF is proposed, which extracts fluctuating signals during the r

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