Topological Data Analysis of Single-Trial Electroencephalographic Signals

• Published in: The annals of applied statistics Vol. 12; no. 3; p. 1506
• Main Authors: Wang, Yuan, Ombao, Hernando, Chung, Moo K
• Format: Journal Article
• Language: English
• Published: United States 01.09.2018
• Subjects: epilepsy; persistence landscape; weighted Fourier series; electroencephalogram; persistent homology

Epilepsy is a neurological disorder that can negatively affect the visual, audial and motor functions of the human brain. Statistical analysis of neurophysiological recordings, such as electroencephalogram (EEG), facilitates the understanding and diagnosis of epileptic seizures. Standard statistical...