Some computational aspects of the brain computer interfaces based on inner music

Authors:
Wlodzimierz Klonowski;Wlodzisław Duch;Aleksandar Perovic;Aleksandar Jovanovic
Affiliations:
Laboratory of Biosignal Analysis Fundamentals, Institute of Biocybernetics & Biomedical Engineering, Polish Academy of Sciences, Warsaw, Poland;Department of Informatics, Nicolaus Copernicus University, Torun, Poland;Group for Intelligent Systems, School of Mathematics, University of Belgrade, Belgrade, Serbia;Group for Intelligent Systems, School of Mathematics, University of Belgrade, Belgrade, Serbia
Venue:
Computational Intelligence and Neuroscience - Neuromath: advanced methods for the estimation of human brain activity and connectivity
Year:
2009

Citing 3
Cited 2

The estimation of cortical activity for brain-computer interface: applications in a domotic context

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
Editorial: brain-computer interfaces towards practical implementations and potential applications

Computational Intelligence and Neuroscience - Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications
A local neural classifier for the recognition of EEG patterns associated to mental tasks

IEEE Transactions on Neural Networks

Detection of Structural Features in Biological Signals

Journal of Signal Processing Systems
Investigating the use of brain-computer interaction to facilitate creativity

AH '12 Proceedings of the 3rd Augmented Human International Conference

Quantified Score

Hi-index	0.00

Visualization

Abstract

We discuss the BCI based on inner tones and inner music. We had some success in the detection of inner tones, the imagined tones which are not sung aloud. Rather easily imagined and controlled, they offer a set of states usable for BCI, with high information capacity and high transfer rates. Imagination of sounds or musical tunes could provide a multicommand language for BCI, as if using the natural language. Moreover, this approach could be used to test musical abilities. Such BCI interface could be superior when there is a need for a broader command language. Some computational estimates and unresolved difficulties are presented.