Sample size determination for BCI studies: How many subjects and trials?
Filip MelinscakLuis MontesanoPublished in: EMBC (2016)
Keyphrases
- sample size
- motor imagery
- experimental design
- model selection
- brain signals
- brain computer interface
- random sampling
- small sample
- upper bound
- small sample size
- brain wave
- statistical tests
- pac learning
- empirical studies
- progressive sampling
- vc dimension
- signal processing
- confidence intervals
- number of training samples
- generalization error
- covariance matrix
- statistical hypothesis testing
- worst case
- eeg data
- information criterion
- variance reduction
- small samples
- statistical power