Pybrain: M/EEG analysis with MNE Python
Richard Höchenberger's workshop on MNE Python, recorded 16-17 November, 2020.
Workshop materials and notebooks: https://github.com/hoechenberger/pybr...
00:00:00 Introduction
00:06:50 Installation and Conda setup
00:25:49 Reading and visualizing raw data
01:35:57 Working with BIDS data
02:29:32 Creating epochs and generating evoked responses
03:11:29 Cleaning epoched data
04:53:44 Loading EEGLAB epochs
05:05:08 Multivariate statistics (decoding / MVPA)
06:00:27 Frequency and time-frequency analysis
06:27:45 Source estimation
07:34:44 Study template, useful resources
For more on the python for brain imaging (pybrain) workshop series, see https://pybrain-workshop.github.io/