Personality-Based Emotion Recognition Using EEG Signals with a CNN-LSTM Network.The accurate detection of emotions has significant implications in healthcare, psychology, and human-computer interaction. 
CNN-LSTM Network
Personality-Based Emotion Recognition Using EEG Signals with a CNN-LSTM Network.The accurate detection of emotions has significant implications in healthcare, psychology, and human-computer interaction.  A pre-trained convolutional neural network (CNN) was used to extract emotion-related features from the raw EEG data. 
CNN
Personality-Based Emotion Recognition Using EEG Signals with a CNN-LSTM Network.The accurate detection of emotions has significant implications in healthcare, psychology, and human-computer interaction.  Additionally, a long short-term memory (LSTM) network was used to extract features related to the Big Five personality traits. 
LSTM