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cs.HC2021
Generating Ten BCI Commands Using Four Simple Motor Imageries
Nuri Korkan, Tamer Olmez, Zumray Dokur
The brain computer interface (BCI) systems are utilized for transferring information among humans and computers by analyzing electroencephalogram (EEG) recordings.The process of me…
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…