A combination of statistical parameters for the detection of epilepsy and EEG classification using ANN and KNN classifier.
Hemant ChoubeyAlpana PandeyPublished in: Signal Image Video Process. (2021)
Keyphrases
- eeg signals
- knn classifier
- k nearest neighbor
- epileptic seizures
- eeg data
- artificial neural networks
- knn
- signal processing
- classification accuracy
- nearest neighbor
- healthy subjects
- detection method
- support vector machine
- training set
- feature space
- feature extraction
- support vector
- brain activity
- expectation maximization
- brain computer interface
- detection algorithm
- support vector machine svm
- linear combination
- image classification