The BCI competition IV stands in the tradition of prior BCI competitions that aim to provide high quality neuroscientific data for open access to the scientific community. As experienced already in prior competitions not only scientists from the narrow field of BCI compete, but scholars with a broad variety of backgrounds and nationalities. They include high specialists as well as students. The goals of all BCI competitions have always been to challenge with respect to novel paradigms and complex data. We report on the following challenges: (1) asynchronous data, (2) synthetic, (3) multi-class continuous data, (4) session-to-session transfer, (5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after past competitions, our hope is that winning entries may enhance the analysis methods of future BCIs.
Review of the BCI Competition IV
M. Tangermann,K. Müller,A. Aertsen,N. Birbaumer,C. Braun,C. Brunner,R. Leeb,C. Mehring,K. Miller,G. Müller-Putz,G. Nolte,G. Pfurtscheller,H. Preissl,G. Schalk,A. Schlögl,C. Vidaurre,S. Waldert,B. Blankertz
Published 2012 in Frontiers in Neuroscience
ABSTRACT
PUBLICATION RECORD
- Publication year
2012
- Venue
Frontiers in Neuroscience
- Publication date
2012-01-15
- Fields of study
Medicine, Computer Science
- Identifiers
- External record
- Source metadata
Semantic Scholar, PubMed
CITATION MAP
EXTRACTION MAP
CLAIMS
- No claims are published for this paper.
CONCEPTS
- No concepts are published for this paper.