Conference item icon

Conference item

Probabilistic methods in BCI research.

Abstract:

This paper suggests a probabilistic treatment of the signal processing part of a brain-computer interface (BCI). We suggest two improvements for BCIs that cannot be obtained easily with other data driven approaches. Simply by using one large joint distribution as a model of the entire signal processing part of the BCI, we can obtain predictions that implicitly weight information according to its certainty. Offline experiments reveal that this results in statistically significant higher bit ra...

Expand abstract
Publication status:
Published

Actions


Access Document


Publisher copy:
10.1109/tnsre.2003.814447

Authors


Journal:
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
Volume:
11
Issue:
2
Pages:
192-195
Publication date:
2003-06-01
Event title:
2nd International Meeting on the Brain-Computer Interfaces for Communication and Control
DOI:
EISSN:
1558-0210
ISSN:
1534-4320
Source identifiers:
10232
Keywords:
Pubs id:
pubs:10232
UUID:
uuid:22c4d7b2-78a4-40ef-9f6e-af80f80d36df
Local pid:
pubs:10232
Deposit date:
2012-12-19

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP