Affective Computing on Machine Learning-based Emotion Recognition Using a Self-Made EEG Device

Keyphrases

• 1-dimensional Convolutional Neural Network (1D-CNN) 50%
• Affective Computing 100%
• Computing Methods 50%
• Custom Design 25%
• Electrode Placement 25%
• Electrode Selection 25%
• Electroencephalography 100%
• Emotion Classification 50%
• Emotion Recognition 100%
• Entropy Measure 50%
• Experiment Results 25%
• Frontal Lobe 25%
• Machine Learning 25%
• Machine Learning Based 100%
• Measurement Position 25%
• Multilayer Perceptron 25%
• Popular 25%
• Real-world Application 25%
• Right Ear 25%
• Sample Entropy 25%
• Scalp 25%
• Self-making 100%
• Subject-dependent 50%
• Subject-independent 50%
• Support Vector Machine 25%
• Temporal Lobe 50%
• Wearable Electroencephalography 25%
• Wireless Protocol 25%

Computer Science

• Affective Computing 100%
• Average Accuracy 33%
• Convolutional Neural Network 66%
• Machine Learning 100%
• Multilayer Perceptron 33%
• Support Vector Machine 33%
• World Application 33%

Neuroscience

• Electroencephalography 100%
• Frontal Lobe 20%
• Neural Network 40%
• Perceptron 20%
• Support Vector Machine 20%
• Temporal Lobe 40%