Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations

Chan-Yun Yang, Nilantha Premakumara, Hooman Samani +1

This paper proposes a new approach to identifying patients with insomnia using a single EEG channel, without the need for sleep stage annotation. Data preprocessing, feature extrac…