4 search results - page 1 / 1 » Invariant Common Spatial Patterns: Alleviating Nonstationari... |
NIPS
2007
13 years 5 months ago
2007
Brain-Computer Interfaces can suffer from a large variance of the subject conditions within and across sessions. For example vigilance fluctuations in the individual, variable ta...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
Brain-Computer Interfaces (BCIs) allow a user to control a computer application by brain activity as acquired, e.g., by EEG. A standard step in a BCI system is to project the EEG ...
BMEI
2009
IEEE
13 years 5 months ago
2009
IEEE
Non-stationarity is often found in session-to-session transfers of Brain Computer Interfaces (BCIs). To cope with the problem, a framework based on Common Spatial Patterns (CSP), ...
IJCNN
2008
IEEE
13 years 10 months ago
2008
IEEE
— A major challenge in applying machine learning methods to Brain-Computer Interfaces (BCIs) is to overcome the on-line non-stationarity of the data blocks. An effective BCI syst...