Yuan Pin Lin

Summary

Publications

  1. ncbi EEG-based emotion recognition in music listening
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taipei 10617, Taiwan
    IEEE Trans Biomed Eng 57:1798-806. 2010
  2. ncbi Electroencephalographic dynamics of musical emotion perception revealed by independent spectral components
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan
    Neuroreport 21:410-5. 2010
  3. ncbi EEG dynamics during music appreciation
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taiwan
    Conf Proc IEEE Eng Med Biol Soc 2009:5316-9. 2009
  4. ncbi Generalizations of the subject-independent feature set for music-induced emotion recognition
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taipei 10617, Taiwan
    Conf Proc IEEE Eng Med Biol Soc 2011:6092-5. 2011

Collaborators

Detail Information

Publications4

  1. ncbi EEG-based emotion recognition in music listening
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taipei 10617, Taiwan
    IEEE Trans Biomed Eng 57:1798-806. 2010
    ..This study might lead to a practical system for noninvasive assessment of the emotional states in practical or clinical applications...
  2. ncbi Electroencephalographic dynamics of musical emotion perception revealed by independent spectral components
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan
    Neuroreport 21:410-5. 2010
    ..The resultant emotion-related component activations that were less interfered by the activities from other brain processes complement previous EEG studies of emotion perception to music...
  3. ncbi EEG dynamics during music appreciation
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taiwan
    Conf Proc IEEE Eng Med Biol Soc 2009:5316-9. 2009
    ..58+/-3.74%) demonstrates the feasibility of using EEG features to assess emotional states of human subjects. Further, the spatial and spectral patterns of the EEG most relevant to emotions seem reproducible across subjects...
  4. ncbi Generalizations of the subject-independent feature set for music-induced emotion recognition
    Yuan Pin Lin
    Department of Electrical Engineering, National Taiwan University, Taipei 10617, Taiwan
    Conf Proc IEEE Eng Med Biol Soc 2011:6092-5. 2011
    ..These features could be generalized across subjects to detect emotion induced by music excerpts not limited to the music database that was used to derive the emotion-specific features...