Classifier of BOLD signals from active and inactive brain states using FCM clustering and evolutionary algorithms.
Hidetomo IchihashiKatsuhiro HondaAkira NotsuTakao HattoriPublished in: FUZZ-IEEE (2008)
Keyphrases
- evolutionary algorithm
- functional magnetic resonance imaging
- statistical parametric mapping
- brain activity
- electrical activity
- event related
- fuzzy c means
- multi objective
- fcm clustering
- human brain
- genetic algorithm
- optimization problems
- signal processing
- differential evolution
- training data
- differential evolution algorithm
- eeg signals
- genetic programming
- fitness function
- simulated annealing
- eeg data
- fuzzy clustering
- training set
- data mining
- feature selection
- brain images
- feature space
- external world
- feature vectors
- artificial intelligence
- support vector machine