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Classification of Motor Imagery Signals by Convolutional Neural Network for BCI Applications
Electroencephalography (EEG) signals have been using for clinical purposes for many years. However, studies on the use of EEG signals in brain computer interface (BBA) applications are increasing. It is possible to control ...
Quality Determination by Using Support Vector Machine in Gas Welding Applications
The robots used in the manufacturing industry and the sensors from the automation system can be used to automatically perform quality checks. Gas welding robots can operate autonomously, but quality controls are carried ...
Convolutional Neural Network Designs for Finger-vein-based Biometric Identification
With the increase in the number of publicly available finger-vein datasets, most of the recent studies on finger-vein biometrics have started to use Convolutional Neural Networks (CNNs). Since it is not an easy task to ...
Capsule Network for Finger-Vein-based Biometric Identification
Most of the recent researches have determined that finger-vein identification systems have begun to change their direction from hand-crafted feature extraction to automatic feature extraction methods, such as convolutional ...