EEG-Based Emotion Recognition: Review of Commercial EEG Devices and Machine Learning Techniques

A review of commercial EEG devices and machine learning techniques for EEG-based emotion recognition. It aims to evaluate popular consumer-grade EEG devices' status and provide insights for future investigations.