P300 speller co-adapt with Emotiv Epoc - Not working
Posted: Fri Feb 26, 2016 6:19 pm
Hi,
I've been trying to use the Emotiv EPOC headset along with OpenVibe to Spell words by the P300 Speller co-adapt scenario.
I do the calibration phase and the signal obtained is quite good. I run the train xDawn and the train classifier and both seems to work properly (they stop automatically, classifier has almost 90% accuracy).
However, when I try to use the copy mode or the free spelling mode, the results are pretty bad. Basically the scenario is not able to identify any letter. Sometimes the system identifies the wrong letter, and sometimes the system does not identify any letter at all (none response are given).
I've been trying to improve the calibration phase, making it longer, but it has not improving the accuracy. Furthermore, the signal obtained (analysing the image) is good enough. The problems seems to be something related to the classifier, as if it is not working. I also tried to vary the CoAdaptP300_stop_condition, but it does not worked as well.
I don't know what else can I do!
I would appreciate your help!
Thank you very much.
Artur Quirino
I've been trying to use the Emotiv EPOC headset along with OpenVibe to Spell words by the P300 Speller co-adapt scenario.
I do the calibration phase and the signal obtained is quite good. I run the train xDawn and the train classifier and both seems to work properly (they stop automatically, classifier has almost 90% accuracy).
However, when I try to use the copy mode or the free spelling mode, the results are pretty bad. Basically the scenario is not able to identify any letter. Sometimes the system identifies the wrong letter, and sometimes the system does not identify any letter at all (none response are given).
I've been trying to improve the calibration phase, making it longer, but it has not improving the accuracy. Furthermore, the signal obtained (analysing the image) is good enough. The problems seems to be something related to the classifier, as if it is not working. I also tried to vary the CoAdaptP300_stop_condition, but it does not worked as well.
I don't know what else can I do!
I would appreciate your help!
Thank you very much.
Artur Quirino