Brain Computer Interface (BCI) Machine Learning Process: A Review

Shofi Afif Hanafi
Hisyam Bin Abdul Rahman (Universiti Tun Hussein Onn)
Dwika Ananda Agustina Pertiwi (Universiti Tun Hussein Onn)
Much Aziz Muslim (Universiti Tun Hussein Onn)

Journal of Electronics Technology Exploration (JOeTEx)
Vol. 1 No. 1 (2023): June 2023

The abstraction of Brain Computer Interface (BCI) is a communication and control system that translated human mind thoughts into real-world interaction without any use of neural pathways and muscles. BCI is used as a tool to help person that suffered from impairment to be able do their daily activities independently. In general, BCI process its signal through several process such as pre-processing, and classification. However, providing information of pre-processing and classification process is barely found. Therefore, in this review paper we present the various pre-processing and classification methods that used in the BCI system application.