A Review: Analysis of EEG Signal based Brain-Computer Interface

Suraj R. Gaikwad, Shruti S. Kshirsagar

Abstract: In this paper we propose the literature review related to the analysis of EEG Signal based Brain-Computer Interface. One of the main objectives of this survey paper is to find the features extraction used in EEG-based BCI research and to identify their critical properties. Another objective is to provide novel approach in order to help the reader with choosing the most appropriate Classification Algorithms for EEG-based Brain-Computer Interfaces.

Keywords: Brain Computer interface, Neurosurgical Issues of BCIs, Preprocessing and Feature Selection, classifiers