Artigos Técnicos
Advancing EEG classification with transformer architecture: a case study on P300 potentials for assistive devices
Abstract: In this investigation, the Transformer architecture is applied to classify P300 event-related potentials in publicly available EEG data to augment assistive communication devices for individuals with impaired communication abilities. A detailed analysis comparing the Transformer model to established algorithms documented in the literature demonstrates its effectiveness in terms of Leia mais…