Motor Imagery alternatives?
Posted: Thu Aug 04, 2022 8:35 am
Hello.
Ι have been dealing with Motor Imagery for the last year and a half. I use CSP + LDA and have tested it on about 20 people. Unfortunately there are people with whom the algorithm cannot be trained and it always predicts one class (usually the right). There are people it works very well, others not well, and others it doesn't work at all.
So I started trying to find alternative ways or modifications that could be made to make my system more powerful. Unfortunately I couldn't find any other scenarios with OpenVibe except from Graz Protocol with CSP and Laplacian.
Are there any other new scenarios?
Is it possible to use Deep Learning with OpenVibe? I would greatly appreciate any guidance, tutorials, etc.
Any solution or ideas are welcome.
Thanks in advance!
Ι have been dealing with Motor Imagery for the last year and a half. I use CSP + LDA and have tested it on about 20 people. Unfortunately there are people with whom the algorithm cannot be trained and it always predicts one class (usually the right). There are people it works very well, others not well, and others it doesn't work at all.
So I started trying to find alternative ways or modifications that could be made to make my system more powerful. Unfortunately I couldn't find any other scenarios with OpenVibe except from Graz Protocol with CSP and Laplacian.
Are there any other new scenarios?
Is it possible to use Deep Learning with OpenVibe? I would greatly appreciate any guidance, tutorials, etc.
Any solution or ideas are welcome.
Thanks in advance!