EEG emotion recognition system

In-Vehicle Corpus and Signal Processing for Driver Behavior

Volumn , Issue , 2009, Pages 125-135

  Li, Ma ^b   Chai, Quek ^b   Kaixiang, Teo ^b   Wahab, Abdul ^a   Abut, Hüseyin ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b NONE

Author keywords

Confusion matrix; EEG; Emotion recognition; Fuzzy neural network; MLP; RVM

Indexed keywords

DIGITAL SIGNAL PROCESSING; ELECTROENCEPHALOGRAPHY; FUZZY NEURAL NETWORKS; SPEECH RECOGNITION;

BAYESIAN TECHNIQUES; BIOSIGNALS; CONFUSION MATRICES; EMOTION FEATURE; EMOTION RECOGNITION; REAL-TIME APPLICATION;

TIME DOMAIN ANALYSIS;

EID: 84892254874     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-0-387-79582-9_10     Document Type: Conference Paper

References (6)

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2. M. E. Tipping (2001), Sparse Bayesian learning and the relevance vector machine, Journal of Machine Learning Research, vol. 1, pp. 211-244.
3. V. N. Vapnik (1995), The Nature of Statistical Learning Theory. New York: Springer.
4. C. E. Rasmussen and C. K. I. Williams (2006), Gaussian Process for Machine Learning. Cambridge, MA: MIT Press.
5. C. M. Bishop (2006), Pattern Recognition and Machine Learning. Berlin: Springer.
6. T. Isotani, D. Lehmann, R. D. Pascual-Marqui, M. Fukushima, N. Saito, T. Yagyu, T. Kinoshita (2002), Source localisation of brain electric activity during positive, neutral and negative emotional states, International Congress Series 1232.