One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG.
Xiaoshuang WangXiulin WangWenya LiuZheng ChangTommi KärkkäinenFengyu CongPublished in: Neurocomputing (2021)
Keyphrases
- convolutional neural networks
- eeg signals
- long term
- onset detection
- eeg data
- short term
- convolutional network
- brain computer interface
- signal processing
- brain activity
- independent component analysis
- single trial
- epileptic seizures
- healthy subjects
- input signals
- blind source separation
- linear combination
- neural network
- mathematical morphology
- artificial neural networks