Raw EEG output after filtering
Posted: Tue May 30, 2023 3:43 pm
I'm trying to display raw EEG output from Mind-Monitor in a way that could be assessed by standard visual inspection.
Here's what I've done: Normal EEG range is between 30-150 Microvolts. Muse picks up a lot of ambient signal and has a range in +800 MV. I emailed the developers at Interaxon and was told to filter the signal on a high-pass filter around 0.1Hz. In Pandas using MNE, I used this code
sfreq = 256.0 # explicitly defined as float
# Apply the filter to the data
filtered_data = mne.filter.filter_data(raw_af8, sfreq, l_freq=0.1, h_freq=None, fir_design='firwin')
When I plot the data, it doesn't look like normal EEG (or the raw EEG output that I see within the mind-monitor app). This is 300 data points (sampled at constant rate).
I'm curious how to display the raw EEG output. Should I try a rolling mean, perhaps? Or, in the mind-monitor app, how is the filtering and display done to make it raw data look like a typical EEG?
I'm doing visual inspection for sleep staging. Thanks and please let me know if I can make this question more clear.
Thank you
Here's what I've done: Normal EEG range is between 30-150 Microvolts. Muse picks up a lot of ambient signal and has a range in +800 MV. I emailed the developers at Interaxon and was told to filter the signal on a high-pass filter around 0.1Hz. In Pandas using MNE, I used this code
sfreq = 256.0 # explicitly defined as float
# Apply the filter to the data
filtered_data = mne.filter.filter_data(raw_af8, sfreq, l_freq=0.1, h_freq=None, fir_design='firwin')
When I plot the data, it doesn't look like normal EEG (or the raw EEG output that I see within the mind-monitor app). This is 300 data points (sampled at constant rate).
I'm curious how to display the raw EEG output. Should I try a rolling mean, perhaps? Or, in the mind-monitor app, how is the filtering and display done to make it raw data look like a typical EEG?
I'm doing visual inspection for sleep staging. Thanks and please let me know if I can make this question more clear.
Thank you