Lucas de Levy Oliveira edited section_Methods_subsection_Pre_processing__.tex  almost 9 years ago

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\section{Methods}  \subsection{Pre-processing}  Prior filtration is implemented in order to avoid electromagnetic interferences from utility frequency, 60Hz. 50/60Hz.  Thus, a simple notch filter added to the system. However, other filtration bands may be of use when considering neural signals. As used in \cite{25565947}, a band-pass filter may be implemented in an 80-120Hz range, since high-gamma power seems to have correlation with motor tasks. Other preprocessing methods can be used at this point, such as Common Average Reference (CAR) method. This tool averages all electrode inputs and removes the value calculated from all other signals in order to decrease noise contribution.