Comparing between Different Sets of Preprocessing, Classifiers, and Channels Selection Techniques to Optimise Motor Imagery Pattern Classification System from EEG Pattern Recognition

Comparing between Different Sets of Preprocessing, Classifiers, and Channels Selection Techniques to Optimise Motor Imagery Pattern Classification System from EEG Pattern Recognition

The ability to control external devices through thought is increasingly becoming a reality. Human beings can use the electrical signals of their brain to interact or change the surrounding environment and more. The development of this technology called brain-computer interface (BCI) will increasingl...

Full description

Bibliographic Details
Main Authors: Francesco Ferracuti, Sabrina Iarlori, Zahra Mansour, Andrea Monteriù, Camillo Porcaro
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Brain Sciences
Subjects:
brain-computer interface (BCI)
electroencephalography (EEG)
Support Vector Machine (SVM)
K-Nearest Neighbors (KNN)
decision tree
imagination movement (IM)
Online Access:https://www.mdpi.com/2076-3425/12/1/57

Internet

https://www.mdpi.com/2076-3425/12/1/57

Similar Items