@article{(Open Science Index):https://publications.waset.org/pdf/6822,
	  title     = {Validation of an EEG Classification Procedure Aimed at Physiological Interpretation},
	  author    = {M. Guillard and  M. Philippe and  F. Laurent and  J. Martinerie and  J. P. Lachaux and  G. Florence},
	  country	= {},
	  institution	= {},
	  abstract     = {One approach to assess neural networks underlying the cognitive processes is to study Electroencephalography (EEG). It is relevant to detect various mental states and characterize the physiological changes that help to discriminate two situations. That is why an EEG (amplitude, synchrony) classification procedure is described, validated. The two situations are "eyes closed" and "eyes opened" in order to study the "alpha blocking response" phenomenon in the occipital area. The good classification rate between the two situations is 92.1 % (SD = 3.5%) The spatial distribution of a part of amplitude features that helps to discriminate the two situations are located in the occipital regions that permit to validate the localization method. Moreover amplitude features in frontal areas, "short distant" synchrony in frontal areas and "long distant" synchrony between frontal and occipital area also help to discriminate between the two situations. This procedure will be used for mental fatigue detection.
},
	    journal   = {International Journal of Biomedical and Biological Engineering},
	  volume    = {3},
	  number    = {10},
	  year      = {2009},
	  pages     = {326 - 328},
	  ee        = {https://publications.waset.org/pdf/6822},
	  url   	= {https://publications.waset.org/vol/34},
	  bibsource = {https://publications.waset.org/},
	  issn  	= {eISSN: 1307-6892},
	  publisher = {World Academy of Science, Engineering and Technology},
	  index 	= {Open Science Index 34, 2009},
	}