Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition - Cimtay, Yucel; Ekmekcioglu, Erhan (Sensors (Basel, Switzerland), 2020)
Keywords: Accuracy; Classification; convolutional neural network; Data collection; Datasets; dense layer; EEG; Electroencephalography; emotion recognition; Emotions; Entropy; Humans; Machine Learning; Methods; Musical performances; Neural networks; Neural Networks, Computer; pretrained models; subject independency; Support vector machines; Wavelet transforms; subject independency; pretrained models; EEG; convolutional neural network; filtering on output; raw data; emotion recognition; dataset independency; dense layer