Time-Series Prediction of the Oscillatory Phase of EEG Signals Using the Least Mean Square Algorithm-Based AR Model

• Published in: Applied sciences Vol. 10; no. 10
• Main Authors: Shakeel, Aqsa, Tanaka, Toshihisa, Kitajo, Keiichi
• Format: Journal Article
• Language: English
• Published: MDPI AG 15.05.2020
• Subjects: Algorithms; Autoregression (Statistics); Electroencephalography; Methods; Signal processing; Japan

Neural oscillations are vital for the functioning of a central nervous system because they assist in brain communication across a huge network of neurons. Alpha frequency oscillations are believed to depict idling or inhibition of task-irrelevant cortical activities. However, recent studies on alpha...