articleIEEE Transactions on Affective ComputingJun 12, 2017Closed access

Emotions Recognition Using EEG Signals: A Survey

University of Lisbon

Indexed incrossref

Abstract

Emotions have an important role in daily life, not only in human interaction, but also in decision-making processes, and in the perception of the world around us. Due to the recent interest shown by the research community in establishing emotional interactions between humans and computers, the identification of the emotional state of the former became a need. This can be achieved through multiple measures, such as subjective self-reports, autonomic and neurophysiological measurements. In the last years, Electroencephalography (EEG) received considerable attention from researchers, since it can provide a simple, cheap, portable, and ease-to-use solution for identifying emotions. In this paper, we present a…

Citation impact

1,128
total citations
FWCI
29.39
Percentile
100%
References
153
Citations per year

Authors

2

Topics & keywords

Keywords
  • Electroencephalography
  • Neurophysiology
  • Perception
  • Computer science
  • Set (abstract data type)
  • Emotion recognition
  • Affective computing
  • Identification (biology)
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
No related works found for this paper.

Funding