Art

J-GLOBAL ID：202002255781519069   Reference number：20A2354200

Human-Wants Detection Based on Electroencephalogram Analysis During Exposure to Music

音楽への曝露中の脳波分析に基づく人間の欲求の検出

Author (3)： Ito Shin-ichi (Tokushima University) ,  Ito Momoyo (Tokushima University) ,  Fukumi Minoru (Tokushima University)
Material： Journal of Robotics and Mechatronics  (J Robot Mechatron)
Volume： 32  Issue： 4  Page： 724-730(J-STAGE)  Publication year： 2020 
JST Material Number： L0735A  ISSN： 0915-3942  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *Music ,...
Semi thesaurus term： EEG (electroencephalogram) ,...

Register(free) or Log In to access     To see more with JDream III (charged).   {{ this.onShowAbsJLink("http://jdream3.com/lp/jglobal/index.html?docNo=20A2354200&from=J-GLOBAL&jstjournalNo=L0735A") }}

Author keywords (5)： wants detection ,  electroencephalogram ,  listening to music ,  convolutional neural networks ,  support vector machine

JST classification (1)： Biometry  (EL03020C)

Reference (24)：

• [1] F. Lotte, M. Congedo, F. Lecuyer, and B. Arnaldi, “A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year update,” J. Neural Eng., Vol.15, No.3, pp. R1-R28, 2018.
• [2] J. X. Chen, P. W. Zhang, Z. J. Mao, Y. F. Huang, D. M. Jiang, and Y. N. Zhang, “Accurate EEG-based emotion recognition on combined features using deep convolutional neural networks,” IEEE Access, Vol.7, pp. 44317-44328, 2019.
• [3] R. M. Mehmood, R. Du, and H. J. Lee, “Optimal feature selection and deep learning ensembles method for emotion recognition from human brain EEG sensors,” IEEE Access, Vol.5, pp. 14797-14806, 2017.
• [4] H. Ullah, M. Uzair, A. Mahmood, M. Ullah, S. D. Khan, and F. A. Cheikh, “Internal emotion classification using EEG signal with sparse discriminative ensemble,” IEEE Access, Vol.7, pp. 40144-40153, 2019.
• [5] G. Zhao, Y. Ge, B. Shen, X. Ei, and H. Wang, “Emotion analysis for personality interface from EEG signal,” IEEE Trans. Affect. Comput., Vol.9, No.3, pp. 362-371, 2018.

Terms in the title (6)： 音楽 ,  曝露 ,  脳波 ,  分析 ,  人間 ,  欲求