curiositry/EEGrunt

EEG modules for Orange3?

Opened this issue · 3 comments

brylie commented

Researchers often use machine learning algorithms on EEG data, e.g. when training a BCI to issue a command based on a participant's mental The Orange3 platform is a visual programming tool for machine learning, making it easy for many people to do machine learning.

Please consider publishing one or more Orange3 widgets, so researchers might use EEGrunt via a visual programming environment.

curiositry commented

Thanks @brylie — this looks quite interesting! I’ll do some more research (and talk to @Photosynthesis) and get back to you.

Photosynthesis commented

Interesting suggestion @brylie. I'm not familiar with Orange, but it looks handy. What capabilities would you be looking for in a widget? What would the input and output of the widget be?

brylie commented

What capabilities would you be looking for in a widget? What would the input and output of the widget be?

The main capabilities might be to have EEG channel analysis and spectrogram plotting. Since Orange3 is basically a flow-programming language, we could leverage existing modules such as the file loader, so the EEG widget(s) could be relatively simple.

Most of the Orange3 widgets take an input data set and *output either:

  • a data (sub)set or
  • a combination of learner and trained classifier/predictor depending on the type of widget.