can this code be used for motor imagery?

[wuguowei1994]

can this code be used for motor imagery?

[brylie]

@wuhualu185086661 most likely, yes. What electrode placement are you using to record your data? Please describe more the experimental conditions when you collected the data.

[brylie]

Some examples from other research:

• motor imagery and object-oriented motor imagery may contra-laterally suppress mu and beta rhythms
• Comparison of EEG-Features and Classification Methods for Motor Imagery in Patients with Disorders of Consciousness
• Evaluation of EEG Oscillatory Patterns and Cognitive Process during Simple and Compound Limb Motor Imagery
• Translation of EEG Spatial Filters from Resting to Motor Imagery Using Independent Component Analysis
• Classification of Four-Class Motor Imagery Employing Single-Channel Electroencephalography
• Motor imagery decoding from EEG data using the Common Spatial Pattern (CSP)

Relatedly,

• Improving the Performance of an EEG-Based Motor Imagery Brain Computer Interface Using Task Evoked Changes in Pupil Diameter
• The Importance of Visual Feedback Design in BCIs; from Embodiment to Motor Imagery Learning

[brylie]

There is a related topic on NeuroBB: How to classify motor imagery from EEG data

[brylie]

As an aside, please consider using Python 3 when possible.

Are you working in a virtual environment? Can you go into a Python prompt and type import ... for each of those dependencies?