Cognitive state recognition based on raw EEG data
Posted: Wed Jul 04, 2018 3:59 pm
Hello all
I have a dataset containing raw EEG data from multiple participants. I would like to use openViBe to recognise their mental state doe the whole session. Is possible to do this using OpenVibe? I know I can do Frequency based analysis of the EEG data but I am not sure if classification is possible. If yes, can someone guide me on how to achieve this? To be more specific EmotivePro (https://www.emotiv.com/emotivpro/) recently introduced a version of their software which does performance analysis and export a timestamp csv file showing the performance of users for the entire session. It accurately recognises the following mental states:
1) Stress
2) Engagement
3) Interest
4) Excitement
5) Focus
6)| Relaxation
Ideally I would like OpenVibe to accurately recognise all of the above states. However, I would be happy even with half of the states. When I did my experiment with emotivPro it did not have these features. I really do not want to repeat the study to get what I want out of the data.
Many thanks
I have a dataset containing raw EEG data from multiple participants. I would like to use openViBe to recognise their mental state doe the whole session. Is possible to do this using OpenVibe? I know I can do Frequency based analysis of the EEG data but I am not sure if classification is possible. If yes, can someone guide me on how to achieve this? To be more specific EmotivePro (https://www.emotiv.com/emotivpro/) recently introduced a version of their software which does performance analysis and export a timestamp csv file showing the performance of users for the entire session. It accurately recognises the following mental states:
1) Stress
2) Engagement
3) Interest
4) Excitement
5) Focus
6)| Relaxation
Ideally I would like OpenVibe to accurately recognise all of the above states. However, I would be happy even with half of the states. When I did my experiment with emotivPro it did not have these features. I really do not want to repeat the study to get what I want out of the data.
Many thanks