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sylvchev/moabb_channel_order.py

Created September 1, 2021 17:17
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  1. Sylvain Chevallier created this gist Sep 1, 2021.
    13 changes: 13 additions & 0 deletions moabb_channel_order.py
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    from moabb.datasets import Cho2017, BNCI2014001, PhysionetMI
    from moabb.paradigms import MotorImagery
    from moabb.datasets.utils import find_intersecting_channels

    datasets = [Cho2017(), BNCI2014001(), PhysionetMI()]

    common_channels, _ = find_intersecting_channels(datasets)
    chans = common_channels[:3]
    paradigm = MotorImagery(channels=chans)

    for d in datasets:
    ep, _, _ = paradigm.get_data(dataset=d, subjects=[1], return_epochs=True)
    print(f"{d.code} channel order: {ep.info['ch_names']}")