Title :
A literature survey on the contemporary methodologies used in brain computer interface for spelling application
Author_Institution :
Dept. of Intell. Syst., Indian Inst. of Inf. Technol., Allahabad, India
Abstract :
Brain computer interface (BCI) is a methodology of utilizing the electrophysiological measures or the electroencephalographic (EEG) activity of the brain function in order to communicate with the exterior world through a non-muscular channel. It has become one of the primarily focussed fields of research that includes challenges for the various fields like Artificial intelligence, Cognitive neuroscience, user interface and signal processing. Spelling can be considered as the first actual BCI application and still remain a big challenge to the community. Generally, for communication application in BCI, this application acts as benchmark. In this survey paper, the focus is on the contemporary tactics used for the spelling words which comprises of methods based on P300, motor imagery and steady state visual evoked potential (SSVEP). This paper also highlights some hurdles in the current BCI spellers and virtual keyboards.
Keywords :
bioelectric potentials; brain-computer interfaces; electroencephalography; medical signal processing; BCI application; BCI spellers; EEG activity; SSVEP; artificial intelligence; brain computer interface; brain function; cognitive neuroscience; communication application; contemporary methodologies; contemporary tactics; electroencephalographic activity; electrophysiological measures; motor imagery; nonmuscular channel; signal processing; spelling application; spelling words; steady state visual evoked potential; user interface; virtual keyboards; Accuracy; Brain-computer interfaces; Electroencephalography; Graphical user interfaces; Keyboards; Steady-state; Visualization;
Conference_Titel :
Human Computer Interactions (ICHCI), 2013 International Conference on
Conference_Location :
Chennai
DOI :
10.1109/ICHCI-IEEE.2013.6887788