artículo de publicación periódica.page.titleprefix EEG waveform analysis of P300 ERP with applications to brain computer interfaces
| dc.contributor.author | Ramele, Rodrigo | |
| dc.contributor.author | Villar, Ana Julia | |
| dc.contributor.author | Santos, Juan Miguel | |
| dc.date.accessioned | 2019-05-20T14:01:29Z | |
| dc.date.available | 2019-05-20T14:01:29Z | |
| dc.date.issued | 2018-11 | |
| dc.description.abstract | "The Electroencephalography (EEG) is not just a mere clinical tool anymore. It has become the de-facto mobile, portable, non-invasive brain imaging sensor to harness brain information in real time. It is now being used to translate or decode brain signals, to diagnose diseases or to implement Brain Computer Interface (BCI) devices. The automatic decoding is mainly implemented by using quantitative algorithms to detect the cloaked information buried in the signal. However, clinical EEG is based intensively on waveforms and the structure of signal plots. Hence, the purpose of this work is to establish a bridge to fill this gap by reviewing and describing the procedures that have been used to detect patterns in the electroencephalographic waveforms, benchmarking them on a controlled pseudo-real dataset of a P300-Based BCI Speller and verifying their performance on a public dataset of a BCI Competition." | en |
| dc.identifier.issn | 2076-3425 | |
| dc.identifier.uri | http://ri.itba.edu.ar/handle/123456789/1578 | |
| dc.language.iso | en | en |
| dc.relation | info:eu-repo/grantAgreement/ITBA/ITBACyT/15/AR. Ciudad Autónoma de Buenos Aires | |
| dc.relation | info:eu-repo/semantics/reference/doi:10.3390/brainsci8110199 | |
| dc.rights | https://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | ONDAS | es |
| dc.subject | ELECTROENCEFALOGRAFIA | es |
| dc.subject | INTERFAZ CEREBRO COMPUTADORA | es |
| dc.title | EEG waveform analysis of P300 ERP with applications to brain computer interfaces | en |
| dc.type | Artículos de Publicaciones Periódicas | es |
| dc.type | info:eu-repo/semantics/publishedVersion | |
| dspace.entity.type | Artículo de Publicación Periódica | |
| itba.description.filiation | Fil: Ramele, Rodrigo. Instituto Tecnológico de Buenos Aires; Argentina. | |
| itba.description.filiation | Fil: Villar, Ana Julia. Instituto Tecnológico de Buenos Aires; Argentina. | |
| itba.description.filiation | Fil: Santos, Juan Miguel. Instituto Tecnológico de Buenos Aires; Argentina. |