3 papers
cs.HC2018
Reworked Second Order Blind Identification and Support Vector Machine technique towards imagery movement identification from EEG signals
Kalogiannis Gregory, Hassapis George
During imagery motor movements tasks, the so called mu and beta event related desynchronization (ERD) and synchronization (ERS) are taking place, allowing us to determine human pat…
physics.med-ph2018
An EEG pre-processing technique for the fast recognition of motor imagery movements
Kalogiannis Gregory, Kapsimanis George, Hassapis George
In this paper we propose a new pre-processing technique of Electroencephalography (EEG) signals produced by motor imagery movements. This technique results to an accelerated determ…
cs.HC2018
A reworked SOBI algorithm based on SCHUR Decomposition for EEG data processing
Kalogiannis Gregory, Karampelas Nikolaos, Hassapis George
In brain machine interfaces (BMI) that are used to control motor rehabilitation devices there is the need to process the monitored brain signals with the purpose of recognizing pat…