Hierarchical Self-organizing Maps of NIRS and EEG Signals for Recognition of Brain States.
Katsunori OyamaKaoru SakataniHua MingCarl K. ChangPublished in: ICOST (2016)
Keyphrases
- self organizing maps
- eeg signals
- unsupervised learning
- brain activity
- electrical activity
- signal processing
- brain computer interface
- eeg data
- object recognition
- competitive learning
- neural network
- input data
- event related potentials
- som neural network
- pattern recognition
- neural gas
- motor imagery
- brain signals
- feature extraction
- text classification
- supervised learning
- extracted features
- k means
- pairwise
- computer vision
- data sets