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…

Evaluation method for hygrothermal performance of masonry rendering mortars: assessing moisture and mould growth risk under brazilian climate conditions

Abstarct: The presence of moisture in environments, when it exceeds certain limits and is associated with specific temperature ranges, can promote the growth of mould fungi inside buildings, compromising the health of occupants and leading to other harmful pathological manifestations affecting building performance. In this context, rendering mortars with paint Leia mais…

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