Title :
On Decision Making Ability of Subjects with Long-term Intoxicant Consumption Using Single Trial Visual Evoked Potential Signals
Author :
Palaniappan, Ramaswamy ; Mandic, Danilo P. ; Obradovic, Dragan
Author_Institution :
Dept of Comput. Sci., Essex Univ., Colchester
Abstract :
We investigate the decision making ability of subjects with a history of long-term intoxicant (alcohol) consumption in relation to short-term visual memory using P3 amplitudes obtained from single trial visual evoked potential (VEP) signals. This is made possible by means of digital filtering and principal component analysis (PCA). The results show a significantly lower P3 amplitude for these subjects as compared to controls. This electroencephalogram based analysis conforms with the common knowledge that long-term alcohol use causes permanent and negative residual effects on decision making ability related to short-term visual memory
Keywords :
decision making; digital filters; electroencephalography; medical signal processing; principal component analysis; visual evoked potentials; visual perception; P3 amplitude; alcoholics; decision making ability; digital filtering; long-term intoxicant consumption; principal component analysis; residual effect; short-term visual memory; visual evoked potential signal; Alcoholism; Cause effect analysis; Decision making; Digital filters; Electroencephalography; Filtering; History; Principal component analysis; Random access memory; Signal processing; Alcoholics; Electroencephalogram; P3; PCA; Visual Evoked Potential;
Conference_Titel :
Computer as a Tool, 2005. EUROCON 2005.The International Conference on
Conference_Location :
Belgrade
Print_ISBN :
1-4244-0049-X
DOI :
10.1109/EURCON.2005.1629950