Rehanur Rahman Pranta

Sleep Stage Classification Using EEG Signals and Visibility Graph Analysis: A Novel Approach

Accurate classification of sleep stages is critical for diagnosing sleep disorders and monitoring neurological health. Traditional computerized sleep staging relies on spectral transformations, such as the Fast Fourier Transform (FFT) and Continuous Wavelet Transform (CWT), which frequently fail to capture the non-stat...