EEG Based Emotion Recognition: A Tutorial and Review

Emotion recognition technology through analyzing the EEG signal is currently an essential concept in Artificial Intelligence and holds great potential in emotional health care, human-computer interaction, multimedia content recommendation, etc. Though there have been several works devoted to reviewing EEG-based emotion recognition, the content of these reviews needs to be updated. In addition, those works are either fragmented in content or only focus on specific techniques adopted in this area but neglect the holistic perspective of the entire technical routes. Hence, in this paper, we review from the perspective of researchers who try to take the first step on this topic. We review the recent representative…

• NN
  National Natural Science Foundation of China

  Awards: U1636203, and 62006212, 62006212, U1636203
• AO
  Academy of Finland

  Award: 336033, and 315896
• NS
  Natural Science Foundation of Shandong Province
• NU
  Nanjing University

  Award: KFKT2021B41
• BF
  Business Finland

  Awards: 884/31/2018, 315896
• H2
  Horizon 2020 Framework Programme

  Awards: EU H2020, 101016775