Browsing by Subject "EEG data"

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Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification

Tanvir, Farhan; Rahman, Tanjilur; Kamal, S M Arfa; Hassan, Mahmudul; Nazia, Nowshin (Brac University, 2024-05)

In this thesis, for classification of sleep stages, we use deep learning techniques with the help of data from fMRI and EEG. The ConvLSTM models are applied for the fMRI data. The data for the EEG is worked on with the ...
Detection of mental stress using EEG signal and classifier based on reward and punishment processing

Salim, Farhana Binta; Sadat, Abu Md.; Ema, Maria Islam; Jhara, Anita Mahmud (Brac University, 2021-01)

Mental stress is the main well being problem worldwide today. Mental stress is by far the most common, responsible for most of all mental-brain diseases. The high incidence, high impairment and heavy risk of illness make ...