Analysis Code For LoopΒΆ
import os
import numpy as np
import mne
import matplotlib.pyplot as plt
from mne import Epochs
from mne import make_fixed_length_epochs
plt.rcParams['figure.figsize'] = (5, 5)
path = "/path_of_the_dataset/"
path + "sub-01/ses-01/eeg/sub-01_ses-01_task-hfo_eeg.edf/"
'/path_of_sub_01_eeg/'
files = [path + "sub-01/ses-01/eeg/sub-01_ses-01_task-hfo_eeg.edf/",
path + "sub-02/ses-01/eeg/sub-02_ses-01_task-hfo_eeg.edf/",
path + "sub-03/ses-01/eeg/sub-03_ses-01_task-hfo_eeg.edf/",
path + "sub-05/ses-01/eeg/sub-05_ses-01_task-hfo_eeg.edf/",
path + "sub-06/ses-01/eeg/sub-06_ses-01_task-hfo_eeg.edf/",
path + "sub-07/ses-01/eeg/sub-07_ses-01_task-hfo_eeg.edf/",
path + "sub-08/ses-01/eeg/sub-08_ses-01_task-hfo_eeg.edf/",
path + "sub-09/ses-01/eeg/sub-09_ses-01_task-hfo_eeg.edf/",
path + "sub-10/ses-01/eeg/sub-10_ses-01_task-hfo_eeg.edf/",
path + "sub-11/ses-01/eeg/sub-11_ses-01_task-hfo_eeg.edf/",
path + "sub-12/ses-01/eeg/sub-12_ses-01_task-hfo_eeg.edf/",
path + "sub-13/ses-01/eeg/sub-13_ses-01_task-hfo_eeg.edf/",
path + "sub-14/ses-01/eeg/sub-14_ses-01_task-hfo_eeg.edf/",
path + "sub-16/ses-01/eeg/sub-16_ses-01_task-hfo_eeg.edf/",
path + "sub-17/ses-01/eeg/sub-17_ses-01_task-hfo_eeg.edf/",
path + "sub-19/ses-01/eeg/sub-19_ses-01_task-hfo_eeg.edf/",
path + "sub-20/ses-01/eeg/sub-20_ses-01_task-hfo_eeg.edf/",
path + "sub-21/ses-01/eeg/sub-21_ses-01_task-hfo_eeg.edf/",
path + "sub-22/ses-01/eeg/sub-22_ses-01_task-hfo_eeg.edf/",
path + "sub-23/ses-01/eeg/sub-23_ses-01_task-hfo_eeg.edf/",
path + "sub-24/ses-01/eeg/sub-24_ses-01_task-hfo_eeg.edf/",
path + "sub-25/ses-01/eeg/sub-25_ses-01_task-hfo_eeg.edf/",
path + "sub-26/ses-01/eeg/sub-26_ses-01_task-hfo_eeg.edf/",
path + "sub-27/ses-01/eeg/sub-27_ses-01_task-hfo_eeg.edf/",
path + "sub-28/ses-01/eeg/sub-28_ses-01_task-hfo_eeg.edf/",
path + "sub-29/ses-01/eeg/sub-29_ses-01_task-hfo_eeg.edf/",
path + "sub-30/ses-01/eeg/sub-30_ses-01_task-hfo_eeg.edf/",]
ten_twenty_montage = mne.channels.make_standard_montage('standard_1020')
for file in files:
sub = file.split("/")[-2].split("_")[0]
print(sub)
sub-01
sub-02
sub-03
sub-05
sub-06
sub-07
sub-08
sub-09
sub-10
sub-11
sub-12
sub-13
sub-14
sub-16
sub-17
sub-19
sub-20
sub-21
sub-22
sub-23
sub-24
sub-25
sub-26
sub-27
sub-28
sub-29
sub-30
for file in files:
sub = file.split("/")[-2].split("_")[0]
raw = mne.io.read_raw_edf(file, preload=True)
raw._data=raw.get_data()*1e-6
raw.set_channel_types(dict(zip(raw.ch_names, ['eeg' if ch not in {'T1', 'T2'} else 'misc' for ch in raw.ch_names])))
raw = raw.drop_channels(['A1', 'A2'])
# raw=raw.set_eeg_reference(['A1', 'A2'])
raw=raw.set_eeg_reference("average")
raw.notch_filter(60)
raw.filter(l_freq=0.1, h_freq=40.0, method='fir', phase='zero', fir_window='hamming', fir_design='firwin')
raw.set_montage(ten_twenty_montage)
epochs = make_fixed_length_epochs(raw, duration = 2.0, preload = True)
epochs.resample(500.0)
fig = epochs.plot_psd_topomap(ch_type = 'eeg', normalize = True);
#epochs.plot_psd_topomap(ch_type = 'eeg', normalize = True, bands = [(8,12,"Alpha")], vlim=(0.0, 0.1)); #lower, higher, name; min, max
fig.savefig("/mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Figures/" + sub + "_Topomap.pdf")
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-01/ses-01/eeg/sub-01_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-02/ses-01/eeg/sub-02_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-03/ses-01/eeg/sub-03_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-05/ses-01/eeg/sub-05_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-06/ses-01/eeg/sub-06_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-07/ses-01/eeg/sub-07_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 22118399 = 0.000 ... 10800.000 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 13517 samples (6.600 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 67585 samples (33.000 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 4096 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-08/ses-01/eeg/sub-08_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-09/ses-01/eeg/sub-09_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-10/ses-01/eeg/sub-10_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
<ipython-input-7-b02386c0f07c>:3: RuntimeWarning: Invalid date encountered (2021-02-28 22:58:60).
raw = mne.io.read_raw_edf(file, preload=True)
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-11/ses-01/eeg/sub-11_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-12/ses-01/eeg/sub-12_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-13/ses-01/eeg/sub-13_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11060223 = 0.000 ... 10800.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-14/ses-01/eeg/sub-14_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-16/ses-01/eeg/sub-16_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-17/ses-01/eeg/sub-17_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-19/ses-01/eeg/sub-19_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 7395327 = 0.000 ... 7221.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
3611 matching events found
No baseline correction applied
0 projection items activated
Loading data for 3611 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-20/ses-01/eeg/sub-20_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11060223 = 0.000 ... 10800.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-21/ses-01/eeg/sub-21_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-22/ses-01/eeg/sub-22_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-23/ses-01/eeg/sub-23_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-24/ses-01/eeg/sub-24_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-25/ses-01/eeg/sub-25_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-26/ses-01/eeg/sub-26_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-27/ses-01/eeg/sub-27_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-28/ses-01/eeg/sub-28_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-29/ses-01/eeg/sub-29_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 11059199 = 0.000 ... 10799.999 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 6759 samples (6.601 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 33793 samples (33.001 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 2048 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
Extracting EDF parameters from /mnt/f/Uni_Marburg/Zweites_Semester/Methodisches_Arbeiten_PM/Datasets/Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system/sub-30/ses-01/eeg/sub-30_ses-01_task-hfo_eeg.edf...
EDF file detected
Setting channel info structure...
Creating raw.info structure...
Reading 0 ... 22120447 = 0.000 ... 10801.000 secs...
EEG channel type selected for re-referencing
Applying average reference.
Applying a custom EEG reference.
Setting up band-stop filter from 59 - 61 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandstop filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 59.35
- Lower transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 59.10 Hz)
- Upper passband edge: 60.65 Hz
- Upper transition bandwidth: 0.50 Hz (-6 dB cutoff frequency: 60.90 Hz)
- Filter length: 13517 samples (6.600 sec)
Filtering raw data in 1 contiguous segment
Setting up band-pass filter from 0.1 - 40 Hz
FIR filter parameters
---------------------
Designing a one-pass, zero-phase, non-causal bandpass filter:
- Windowed time-domain design (firwin) method
- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation
- Lower passband edge: 0.10
- Lower transition bandwidth: 0.10 Hz (-6 dB cutoff frequency: 0.05 Hz)
- Upper passband edge: 40.00 Hz
- Upper transition bandwidth: 10.00 Hz (-6 dB cutoff frequency: 45.00 Hz)
- Filter length: 67585 samples (33.000 sec)
Not setting metadata
Not setting metadata
5400 matching events found
No baseline correction applied
0 projection items activated
Loading data for 5400 events and 4096 original time points ...
0 bad epochs dropped
Using multitaper spectrum estimation with 7 DPSS windows
