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cs.LG2021
Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix
Tamer Ölmez, Zümray Dokur
DNN structures are continuously developing and achieving high performances in classification problems. Also, it is observed that success rates obtained with DNNs are higher than th…
cs.LG2021★ 1 cited
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural Network
Zumray Dokur, Tamer Olmez
Deep neural networks (DNNs) are observed to be successful in pattern classification. However, high classification performances of DNNs are related to their large training sets. Unf…
cs.LG2020
Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning
Kaleem Nawaz Khan, Faiq Ahmad Khan, Anam Abid +5
Cardiovascular diseases (CVDs) are the main cause of deaths all over the world. Heart murmurs are the most common abnormalities detected during the auscultation process. The two wi…