Nonparametric Single-Trial EEG Feature Extraction and Classification of Driver's Cognitive Responses
- Author
- LIN, Chin-Teng1 ; LIN, Ken-Li1 2 ; KO, Li-Wei1 ; LIANG, Sheng-Fu3 ; KUO, Bor-Chen4 ; CHUNG, I-Fang5
[1] Department of Electrical and Control Engineering and Brain Research Center, National Chiao-Tung University, 1001 Ta Hsueh Road, Hsinchu 300, Taiwan, Province of China
[2] Computer Center of Chung Hua University, Hsinchu 707, Section 2, WuFu Road, HsinChu 300, Taiwan, Province of China
[3] Department of Computer Science and Information Engineering, National Cheng-Kung University, No. 1, University Road, Tainan 701, Taiwan, Province of China
[4] Graduate Institute of Educational Measurement and Statistics, National Taichung University, 140 Min-Shen Road, Taichung 40306, Taiwan, Province of China
[5] Institute of Biomedical Informatics, National Yang-Ming University, No. 155, Section 2, Linong Street, Taipei 112, Taiwan, Province of China - Issue title
- Signal Processing for Applications in Healthcare Systems
- Author (monograph)
- CHUNG, Pau-Choo (Author of introductory parts)1 ; CHANG, Chein-I (Author of introductory parts)2 ; QI TIAN (Author of introductory parts)3 ; LEE, Chien-Cheng (Author of introductory parts)4
[1] Smart Media and Intelligent Life Excellence (SMILE) Lab, Department of Electrical Engineering, National Cheng Kung University, Tainan 70101, Taiwan, Province of China
[2] Remote Sensing Signal and Image Processing Laboratory (RSSIPL), Department of Computer Science and Electrical Engineering, University of Maryland Baltimore County (UMBC), 1000 Hilltop Circle, Baltimore, MD 21250, United States
[3] Department of Computer Science, University of Texas at San Antonio, San Antonio, TX 78249-1644, United States
[4] Department of Communication Engineering, Yuan Ze University, 135 Yuan-Tung Road, Chungli 320, Taiwan, Province of China - Source
EURASIP Journal on advances in signal processing (Print). 2008, Vol 2008, Num 20 ; 549040.1-549040.10 ; ref : 18 ref
- ISSN
- 1687-6172
- Scientific domain
- Telecommunications
- Publisher
- Hindawi Publishing Corporation, Cairo
- Publication country
- Egypt
- Document type
- Article
- Language
- English
- Keyword (fr)
- Analyse composante principale Analyse discriminante Analyse signal Classification automatique Classification signal Electroencéphalographie Extraction caractéristique Faisabilité Méthode statistique Plus proche voisin Précision Réalité virtuelle Traitement signal Vecteur propre
- Keyword (en)
- Principal component analysis Discriminant analysis Signal analysis Automatic classification Signal classification Electroencephalography Feature extraction Feasibility Statistical method Nearest neighbour Accuracy Virtual reality Signal processing Eigenvector
- Keyword (es)
- Análisis componente principal Análisis discriminante Análisis de señal Clasificación automática Electroencefalografía Practicabilidad Método estadístico Vecino más cercano Precisión Realidad virtual Procesamiento señal Vector propio
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A1 Signal representation. Spectral analysis
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05D Miscellaneous
- Pascal
- 002 Biological and medical sciences / 002B Medical sciences / 002B28 Computerized, statistical medical data processing and models in biomedicine / 002B28C Medical management aid. Diagnosis aid
- Discipline
- Public health. Hygiene-occupational medicine Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 21803066
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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