Pré-processamento e Classificação de Sinais Para Interfaces Cérebro-Máquina

Lucas Prado Santos, André Takahata

DOI: 10.14209/SBRT.2020.1570658454

Evento: XXXVIII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais (SBrT2020)

Keywords: BCI SSVEP Interface cérebro-maquina

Abstract

Study about Brain-computer interface (BCI) using the steady state visual evoked potential (SSVEP) paradigm through the characterization of responses of repetitive visual stimuli, analysis of pre-acquired electroencephalogram (EEG) signals, comparison between CAR and short Laplacian spatial filters and the development of classifiers Least Squares (LS) and minimum distance, with validation tests using the hold-out method with Monte Carlo.

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