A Unified Novel Neural Network Approach and a Prototype Hardware Implementation for Ultra-Low Power EEG Classification.
Antonis NikitakisKonstantinos MakantasisNikolaos TampouratzisIoannis PapaefstathiouPublished in: IEEE Trans. Biomed. Circuits Syst. (2019)
Keyphrases
- hardware implementation
- neural network
- signal processing
- learning vector quantization
- eeg signals
- pattern recognition
- software implementation
- feature extraction
- fpga implementation
- motor imagery
- support vector machine svm
- classification accuracy
- feature vectors
- support vector
- efficient implementation
- hardware design
- decision trees
- support vector machine
- back propagation
- feature space
- multi layer perceptron
- hardware architecture
- feature selection
- pipeline architecture
- training process
- data mining