Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection.
Yuanfa WangZunchao LiLichen FengHailong BaiChuang WangPublished in: IET Circuits Devices Syst. (2018)
Keyphrases
- multi class
- epileptic seizures
- svm classification
- multiclass classification
- hardware design
- support vector machine
- binary classification
- hardware implementation
- multi class classification
- eeg signals
- cost sensitive
- support vector
- brain activity
- support vector machine svm
- feature selection
- machine learning algorithms
- kernel function
- binary classifiers
- svm classifier
- classification accuracy
- pairwise
- machine learning
- support vectors
- feature vectors
- field programmable gate array
- pattern recognition
- training data
- similarity measure