Tactile-force brain-computer interface paradigm Somatosensory multimedia neurotechnology application

• Published in: Multimedia tools and applications Vol. 74; no. 19; pp. 8655 - 8667
• Main Authors: Kono, Shota, Rutkowski, Tomasz M.
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.10.2015; Springer Nature B.V
• Subjects: Brain; Brain research; Classification; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Electroencephalography; Experiments; Feasibility; Human-computer interface; Life sciences; Medical research; Multimedia; Multimedia Information Systems; Online; Platforms; Signal processing; Special Purpose and Application-Based Systems; User training; Brain-computer interface; Brain somatosensory evoked response; Brainwave signal processing and classification; Tactile media interface
• ISSN: 1380-7501; 1573-7721
• DOI: 10.1007/s11042-014-2351-1

This study explores the extent to which a neurotechnology multimedia application utilizing tactile-force stimulus delivered to the hand holding a force-feedback joystick can serve as a platform for a brain-computer interface (BCI). We present a successful application of an extended multimedia paradigm beyond the classic vision and auditory based approaches. The four pressure directions are used to evoke tactile brain potential responses, thus defining a tactile-force brain computer interface (tfBCI). We present brainwave electroencephalogram (EEG) signal processing and classification procedures leading to successful online interfacing results. Experiment results with seven advanced and five naive users performing online BCI experiments provide a validation of the hand location tfBCI paradigm, while the feasibility of the concept is substantiated by noteworthy information-transfer rates.