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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...

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Publication status:
Published

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Publisher copy:
10.1109/tnsre.2003.814447

Authors


Sykacek, P More by this author
Roberts, S More by this author
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Volume:
11
Issue:
2
Pages:
192-195
Publication date:
2003-06-05
DOI:
EISSN:
1558-0210
ISSN:
1534-4320
URN:
uuid:22c4d7b2-78a4-40ef-9f6e-af80f80d36df
Source identifiers:
10232
Local pid:
pubs:10232

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