EEG Artifacts Removal: A Detailed Review Based Study

Electroencephalography, or EEG for short, is a technique used to record the electrical activity of brain. This detects errors that affect how human brain functions. method most commonly recording in laboratory research, clinical investigations, patient health monitoring, diagnostics, and variety other applications due its non-invasiveness cost-benefit ratio. Most recordings are contaminated by irregularities, including those caused electrode displacement, motion, ocular, muscular related EMG anomalies. These unwanted artifacts may make it difficult distinguish genuine information from them, addition confusing brain's processing supports them. signal can be removed ways. The top popular artifact reduction techniques listed on this page as PCA, pure EEG, wavelet transform. study provides thorough evaluation current identification removal methods scalp all conceivable EEG-based applications.