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This work presents the study, the development and the evaluation of a binary neural classifier to separate the epileptiform events (spike and sharp wave) and eye blink artifacts in electroencephalography exams (EEG). The eye blink is the main artifact that affects the performance of the automatic systems for identification of epileptiform events in EEG signals. The methodology for the development...
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