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» P300 Detection Based on Feature Extraction in On-line Brain-...
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KI
2009
Springer
13 years 12 months ago
P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface
Abstract. We propose a new EEG-based wireless brain computer interface (BCI) with which subjects can “mind-type” text on a computer screen. The application is based on detectin...
Nikolay Chumerin, Nikolay V. Manyakov, Adrien Comb...
ICMLA
2009
13 years 3 months ago
Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling
The Mind Speller is a Brain-Computer Interface which enables subjects to spell text on a computer screen by detecting P300 Event-Related Potentials in their electroencephalograms....
Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumer...
IUI
2010
ACM
14 years 2 months ago
A POMDP approach to P300-based brain-computer interfaces
Most of the previous work on non-invasive brain-computer interfaces (BCIs) has been focused on feature extraction and classification algorithms to achieve high performance for the...
Jaeyoung Park, Kee-Eung Kim, Sungho Jo