A Modified Common Spatial Pattern Algorithm Customized for Feature Dimensionality Reduction in fNIRS-Based BCIs.
Xinyu JiangXiao GuZhenning MeiHaoran RenWei ChenPublished in: EMBC (2018)
Keyphrases
- learning algorithm
- dimensionality reduction
- detection algorithm
- preprocessing
- cost function
- similarity measure
- optimal solution
- particle swarm optimization
- worst case
- probabilistic model
- dynamic programming
- matching algorithm
- optimization algorithm
- computational complexity
- search space
- expectation maximization
- segmentation algorithm
- objective function
- gradient projection
- real world
- pattern recognition
- image segmentation
- principal components