Tongzhou Kang

A Novel Unsupervised Autoencoder-Based HFOs Detector in Intracranial EEG Signals

High frequency oscillations (HFOs) have demonstrated their potency acting as an effective biomarker in epilepsy. However, most of the existing HFOs detectors are based on manual feature extraction and supervised learning, which incur laborious feature selection and time-consuming labeling process. I…