Hasan, Bashar Awwad Shiekh and Gan, John Q (2009) Unsupervised adaptive GMM for BCI. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.
Hasan, Bashar Awwad Shiekh and Gan, John Q (2009) Unsupervised adaptive GMM for BCI. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.
Hasan, Bashar Awwad Shiekh and Gan, John Q (2009) Unsupervised adaptive GMM for BCI. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.
Abstract
An unsupervised adaptive Gaussian mixture model is introduced for online brain-computer interfaces (BCI). The method is tested on two BCI data sets, demonstrating significant performance improvement in comparison with a static model. ©2009 IEEE.
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Additional Information: | Published proceedings: 2009 4th International IEEE/EMBS Conference on Neural Engineering, NER '09 |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 13 Dec 2012 16:43 |
| Last Modified: | 23 Sep 2022 18:46 |
| URI: | http://repository.essex.ac.uk/id/eprint/4145 |