Advanced Electroencephalogram Processing: Automatic Clustering of EEG Components.
Diana Rashidovna GolomolzinaMaxim Alexandrovich GorodnichevEvgeny Andreevich LevinAlexander Nikolaevich SavostyanovEkaterina Pavlovna YablokovaArthur C. TsaiMikhail Sergeevich ZaleshinAnna Vasil'evna BudakovaAlexander Evgenyevich SapryginMikhail Anatolyevich RemnevNikolay Vladimirovich SmirnovPublished in: Int. J. E Health Medical Commun. (2014)
Keyphrases
- eeg signals
- frequency band
- healthy subjects
- brain computer interface
- clustering method
- k means
- brain activity
- real time
- data processing
- signal processing
- clustering algorithm
- automatic processing
- fully automatic
- data clustering
- categorical data
- hierarchical clustering
- eeg data
- event related potentials
- data mining tasks
- cluster analysis
- motor imagery
- evoked potentials
- similarity function
- spectral clustering
- information theoretic
- outlier detection
- information processing
- website
- search engine
- neural network
- data sets