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
  • [1] Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning
    Zhang, Jianhua
    Chen, Peng
    Nichele, Stefano
    Yazidi, Anis
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 404 - 409
  • [2] Emotion Recognition Using Time-Frequency Distribution and GLCM Features from EEG Signals
    Almanza-Conejo, Oscar
    Almanza-Ojeda, Dora-Luz
    Contreras-Hernandez, Jose-Luis
    Ibarra-Manzano, Mario-Alberto
    PATTERN RECOGNITION, MCPR 2022, 2022, 13264 : 201 - 211
  • [3] Epileptic EEG patterns recognition through machine learning techniques and relevant time-frequency features
    Chaibi, Sahbi
    Mahjoub, Chahira
    Ayadi, Wadhah
    Kachouri, Abdennaceur
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2024, 69 (02): : 111 - 123
  • [4] EEG-based emotion recognition using MobileNet Recurrent Neural Network with time-frequency features
    Garg, Divya
    Verma, Gyanendra Kumar
    Singh, Awadhesh Kumar
    APPLIED SOFT COMPUTING, 2024, 154
  • [5] EEG-Based Emotion Recognition Using Quadratic Time-Frequency Distribution
    Alazrai, Rami
    Homoud, Rasha
    Alwanni, Hisham
    Daoud, Mohammad I.
    SENSORS, 2018, 18 (08)
  • [6] Emotion recognition from EEG signals using machine learning model
    Akshay, K. R.
    Sundar, Sumod
    Shanir, Muhammed P. P.
    2022 5TH INTERNATIONAL CONFERENCE ON MULTIMEDIA, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGIES (IMPACT), 2022,
  • [7] Emotion Recognition with Machine Learning Using EEG Signals
    Bazgir, Omid
    Mohammadi, Zeynab
    Habibi, Seyed Amir Hassan
    2018 25TH IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING AND 2018 3RD INTERNATIONAL IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING (ICBME), 2018, : 149 - 153
  • [8] Speech Emotion Recognition Using Dual Global Context Attention and Time-Frequency Features
    Zhang, Peng
    Bai, Xuheng
    Zhao, Jing
    Liang, Yan
    Wang, Fuqiang
    Wu, Xiaoming
    2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [9] Emotion recognition using time-frequency ridges of EEG signals based on multivariate synchrosqueezing transform
    Mert, Ahmet
    Celik, Hasan Huseyin
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2021, 66 (04): : 345 - 352
  • [10] Emotion recognition based on time-frequency distribution of EEG signals using multivariate synchrosqueezing transform
    Mert, Ahmet
    Akan, Aydin
    DIGITAL SIGNAL PROCESSING, 2018, 81 : 106 - 115