UnipaBCI a novel general software framework for brain computer interface
| Autor: | Antonio Chella, Rosario Sorbello, Salvatore Tramonte, Marcello Giardina |
|---|---|
| Přispěvatelé: | Leonard Barolli, Olivier Terzo, Tramonte S., Sorbello R., Giardina M., Chella A. |
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Computer science
Augmentative communication 02 engineering and technology Visual evoked potentials Humanoid robot Electroencephalography computer.software_genre 03 medical and health sciences 0302 clinical medicine InformationSystems_MODELSANDPRINCIPLES Brain-Computer Interface (BCI) Humanoid Robot Assistive technology Augmentative Communication rehabilitation BCI framework Human–computer interaction 0202 electrical engineering electronic engineering information engineering medicine Overall performance Brain–computer interface Settore ING-INF/05 - Sistemi Di Elaborazione Delle Informazioni medicine.diagnostic_test Rehabilitation Modular architecture BCI framework Software framework Assistive technology Scalability 020201 artificial intelligence & image processing computer Brain-Computer Interface (BCI) 030217 neurology & neurosurgery |
| Zdroj: | pp. 336–348, 2018 info:cnr-pdr/source/autori:Tramonte, Salvatore; Sorbello, Rosario; Giardina, Marcello; Chella, Antonio/titolo:UnipaBCI a novel general software framework for brain computer interface/titolo_volume:/curatori_volume:/editore:/anno:2018 Advances in Intelligent Systems and Computing ISBN: 9783319615653 CISIS |
| Popis: | The increasing interest in Brain Computer Interface (BCI) requires new fast, reliable and scalable frameworks that can be used by researchers to develop BCI based high performance applications in efficient and fast ways. In this paper is presented "UnipaBCI", a general software framework for BCI applications based on electroencephalogra-phy (EEG) that can fulfill these new needs. A visual evoked potentials (VEP) application has also been developed using the proposed framework in order to test the modular architecture and the overall performance. Different types of users (beginners and experts in BCI) have been involved during the "UnipaBCI" experimental test and they have exhibited good and comparable results. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|