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02/01/2022
ISNet: Costless and Implicit Image Segmentation for Deep Classifiers, with Application in COVID-19 Detection
In this work we propose a novel deep neural network (DNN) architecture, ...
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09/05/2021
FBCNN: A Deep Neural Network Architecture for Portable and Fast Brain-Computer Interfaces
Objective: To propose a novel deep neural network (DNN) architecture – t...
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04/12/2021
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?
We evaluated the generalization capability of deep neural networks (DNNs...
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10/08/2020
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification
In this work, we used a deep convolutional neural network (DCNN) to clas...
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04/30/2020