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Adaptive spatial filter based on similarity indices to preserve the neural information on EEG signals during on-line processing
ArticleAbstract: This work presents a new on-line adaptive filter, which is based on a similarity analysis between stPalabras claves:Artifact reduction, Brain-Computer Interface, EEG, EOG, feature selection, gait planning, Laplacian, spatial filter, SSVEPAutores:AnaCecilia Villa-Parra, Delisle-Rodríguez D., Freire-Bastos T., Krishnan S., López-Delis A., Neto A.F., Rocon E.Fuentes:googlescopusNon-supervised Feature Selection: Evaluation in a BCI for Single-Trial Recognition of Gait Preparation/Stop
Book PartAbstract: Is presented a non-supervised method for feature selection based on similarity index, which is appliPalabras claves:Autores:AnaCecilia Villa-Parra, Delisle-Rodríguez D., Freire-Bastos T., López-Delis A., Neto A.F., Rocon E.Fuentes:googlescopusTowards Multimodal Equipment to Help in the Diagnosis of COVID-19 Using Machine Learning Algorithms
ArticleAbstract: COVID-19 occurs due to infection through respiratory droplets containing the SARS-CoV-2 virus, whichPalabras claves:biomedical sensors, covid-19, diagnosis, Machine learning, Respiratory diseases, telemedicineAutores:AnaCecilia Villa-Parra, Caldeira E., Coelho Y., Delisle-Rodríguez D., Díaz C., Fernando Urgilés-Ortiz, Freire-Bastos T., Ismael Criollo, John Ignacio Calle Siguencia; PhD, Krishnan S., Lampier L., Rangel L., Sharma G., Silva L., Valadão C.Fuentes:scopusShallow Convolutional Network Excel for Classifying Motor Imagery EEG in BCI Applications
ArticleAbstract: Many studies applying Brain-Computer Interfaces (BCIs) based on Motor Imagery (MI) tasks for rehabilPalabras claves:Brain-Computer Interface, EEG, Motor imagery, shallow convolutional neural networksAutores:Delisle-Rodríguez D., Lopez Baracaldo R., Milanes Hermosilla D., Nuñez-Alvarez J.R., Sagaro Zamora R., Trujillo Codorniu R., Yolanda LlosasFuentes:googlescopus