EEG Model for Classifying Dominant Images in Binocular RivalryEE362/Psych221 Final Project - Winter 2009 |
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Data acquisition Five subjects (3 male, 1 left-handed) participated in the experiment. All subjects reported normal color perception. In order to collect a total of 2400 trials (300 of each stimulus) from each subject, three 20-minute sessions were run for each subject. Within each session, stimuli were presented in pseudrandom order with a balanced design. Subjects were seated in an audio isolation booth, approximately 57 cm from the screen, leading to a correspondence of 1cm/degree of visual angle for the images. Subject task was to attend to the images while keeping the eyes focused on the fix point. Intermittent breaks were given for the subjects to blink or move, the lengths of which were controlled by the subject via keypress. Data was collected from 128 channels of EEG using the Electrical Geodesics, Inc. (EGI) GES 300 system. Channels were referenced to Cz (vertex electrode). Acquisition sampling rate was 1 kHz; range was 24 bits. |
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Data Pre-Processing |
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