2 papers
eess.SP2020
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification
Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux
Objective: We used deep convolutional neural networks (DCNNs) to classify electroencephalography (EEG) signals in a steady-state visually evoked potentials (SSVEP) based single-cha…
eess.IV2020
A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays
Pedro R. A. S. Bassi, Romis Attux
Purpose: We present image classifiers based on Dense Convolutional Networks and transfer learning to classify chest X-ray images according to three labels: COVID-19, pneumonia and…