How to classify motor imagery from EEG data?

machine-learning
research
motor-imagery
eeg
Tags: #<Tag:0x00007fd79c7bec58> #<Tag:0x00007fd79c7beb18> #<Tag:0x00007fd79c7be9d8> #<Tag:0x00007fd79c7be898>

#1

Based on a recent GitHub issue, this post is intended to share knowledge/research about classifying motor imagery from EEG data.

Motor imagery is useful for BCI applications, diagnosis, etc…

  • What are some techniques for using EEG to detect/classify motor imagery?
  • What are some research studies relating to using EEG to detect/classify motor imagery?
    • What studies are related to using motor imagery for brain-computer interface design?
  • What are some ethical considerations related to the above research?

#2

There are many studies and approaches related to motor imagery BCI technology, including:

Research





Code example(s)

http://martinos.org/mne/stable/auto_examples/decoding/plot_decoding_csp_eeg.html

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