EMOTION RECOGNITION USING TIME-FREQUENCY FEATURES FROM PORTABLE EEG AND MACHINE LEARNING METHODS

被引:0
|
作者
Lin, Tong [1 ]
Dou, Guangyao [1 ]
Qu, Xiaodong [2 ]
Sekuler, Robert [1 ]
Gutsell, Jennifer [1 ]
机构
[1] Brandeis Univ, Waltham, MA 02254 USA
[2] Swarthmore Coll, Swarthmore, PA 19081 USA
关键词
D O I
暂无
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
III-048
引用
收藏
页码:S162 / S162
页数:1
相关论文
共 50 条
  • [41] Improved Time-Frequency features and Electrode Placement for EEG-Based Biometric Person Recognition
    Yang, Su
    Hoque, Sanaul
    Deravi, Farzin
    IEEE ACCESS, 2019, 7 : 49604 - 49613
  • [42] Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals
    Zali-Vargahan, Behrooz
    Charmin, Asghar
    Kalbkhani, Hashem
    Barghandan, Saeed
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 85
  • [43] Gender recognition in emotion perception using EEG features
    Zhang, Jianhai
    Xu, Hongyan
    Zhu, Li
    Kong, Wanzeng
    Ma, Zheng
    2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2019, : 2883 - 2887
  • [44] Emotion Recognition from Speech Utterances with Hybrid Spectral Features Using Machine Learning Algorithms
    Raghu, Kogila
    Sadanandam, Manchala
    TRAITEMENT DU SIGNAL, 2022, 39 (02) : 603 - 609
  • [45] Visualization of EEG using time-frequency distributions
    Stiber, BZ
    Sato, S
    METHODS OF INFORMATION IN MEDICINE, 1997, 36 (4-5) : 298 - 301
  • [46] Emotion Recognition Based on Data Enhancement in Time-Frequency Domain
    Li, Qianqian
    Ren, Fuji
    Shen, Xiaoyan
    Kang, Xin
    INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND ROBOTICS 2020, 2020, 11574
  • [47] Emotion Recognition Using EEG Signals: Accuracy Comparison Between Methods and Frequency Bands
    Nazemi, Hamed
    Taheri, Alireza
    Meghdari, Ali
    Boroushaki, Mehrdad
    Ghazizadeh, Ali
    2021 9TH RSI INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2021, : 511 - 516
  • [48] Music Emotion Recognition with the Extraction of Audio Features Using Machine Learning Approaches
    Juthi, Jannatul Humayra
    Gomes, Anthony
    Bhuiyan, Touhid
    Mahmud, Imran
    PROCEEDINGS OF ICETIT 2019: EMERGING TRENDS IN INFORMATION TECHNOLOGY, 2020, 605 : 318 - 329
  • [49] Machine learning techniques for speech emotion recognition using paralinguistic acoustic features
    Jha T.
    Kavya R.
    Christopher J.
    Arunachalam V.
    International Journal of Speech Technology, 2022, 25 (03): : 707 - 725
  • [50] TIME-FREQUENCY REASSIGNED FEATURES FOR AUTOMATIC CHORD RECOGNITION
    Khadkevich, Maksim
    Omologo, Maurizio
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 181 - 184