Julius/semesterproject_lecture_eeg
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Added some files, updated some files

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Julius Voggesberger
2021-03-27 21:42:55 +01:00
parent fc4eec6ac7
commit 287fdf5c9e
7 changed files with 78 additions and 283 deletions
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7
plotting.py
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@@ -1,6 +1,7 @@
import mne
from mne.preprocessing import create_eog_epochs
import matplotlib.pyplot as plt
from mne.preprocessing import create_eog_epochs
from mne_bids import BIDSPath, read_raw_bids
from utils.ccs_eeg_utils import read_annotations_core
from utils.file_utils import get_epochs
@@ -39,6 +40,8 @@ def plot_filter_data():
data = load_unprocessed_subject(subj, ds)
data.load_data()
# data.plot(n_channels=len(data.ch_names), block=True, scalings=40e-6)
fig = mne.viz.plot_raw_psd(data, fmax=80, average=True, show=False)
fig.savefig("plots/frequency_nonfiltered_subj_" + subj)
filter_data(data)
fig = mne.viz.plot_raw_psd(data, fmax=80, average=True, show=False)
fig.savefig("plots/frequency_filtered_subj_" + subj + "_48Hz.png")
@@ -50,6 +53,8 @@ def plot_filter_data_epoched(subj):
data = load_unprocessed_subject(subj, ds)
data.load_data()
filter_data(data)
data.annotations.delete(list(range(0, len(data.annotations))))
data.plot(n_channels=len(data.ch_names), block=True, scalings=40e-6)
get_epochs(data)[0].average().plot()