DIY EEG

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Владимир Гранковский (ДонНТУ): "ЭЭГ с нуля. Как делать энцефалографы на современной элементной базе, Что потом делать с энцефалограммой, как и зачем анализировать ЭЭГ в матлабе."(

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  • , ( , 1952 )

    1.5 (2.4% )

    90-200 * 109 (0.15% )

    1.2 (1.8% )

    20% 25% ( 1 )

    20 (20% ) 0.1-0.5 ( )

    0.24 2 4 4

  • delta (0-4 ) theta (4-7 ) alpha (7-14 ) beta (14-30 ) gamma (30-100 ) mu (8-13 )

  • WTF?

  • =(

  • ?

  • offline-

    brain-computer interface

    ERP

  • ERP vs

  • BCI ERP (P300

    speller )

    (common spatial patterns, LDA, SVM, )

  • ERP: P300 speller

  • PRIMING OF MENTAL OPERATIONS 169

    SOAs. Prime and masking stimuli were constructed toobtain Type B metacontrast masking functions (Breit-meyer, 1984), partly consisting of decreasing primerecognitionperformance with increasing SOA. It was ex-pected that priming and prime recognition would followdifferent time courses, constituting a double dissociationof priming and prime recognition.

    MethodParticipants. Six students from the University of Braunschweig

    (5 women, 1 man), from 20 to 28 years of age (M 5 23.0 years),participated in the experiment. All reported that they were right-handed, and all had normal or corrected-to-normal vision. Eachparticipant took part in three 1-h sessions, receiving course creditfor participation.Stimuli. Stimuli similar to those introduced by Neumann and

    Klotz (1994) were used. Square and diamond shaped stimuli servedas prime and mask stimuli (see Figure 1). They were presentedblack on white on a computer monitor, at a refresh rate of 60 Hz.The stimuli were positioned at the fixation cross in the center of the

    monitor. Squares and diamonds consisted of the same number ofpixels. Prime squares and diamonds subtended visual angles ofabout 1.0 and 1.5 in height and width. The height and width of theouter contour of the masks subtended about 1.6 and 2.2 of visualangle for square and diamond-shaped masks, respectively. Theprimes were 1 pixel smaller than the inner outline of the masks.Prime duration was 34 msec; mask duration was 51 msec. Primemask SOA varied randomly from trial to trial, in steps of 17 msec,from 34 to 119 msec. The primes were congruent with the masks inhalf of the trials, with congruency varying randomly between trials.Visual and auditory stimuli were presented 102 msec after maskoffset for 102 msec; these were irrelevant for the task in Experi-ment 1 but were relevant in Experiment 3 (see below). Thus, thesestimuli served as distractors in Experiment 1 (see Figure 2). An au-ditory stimulus of 1000 Hz and 100-msec duration served as errorfeedback.Tasks. (1) In the choice RT task, the participants responded to

    diamond-shaped (square) mask stimuli by pressing the left (right)ALT key on the keyboard with the left (right) index finger. (2) In thelast session, the participants were informed about the presence ofprimes and were to respond to the shape of the primes without pres-

    Fixation

    700 msec

    Prime

    34 msec

    SOA

    34 119 msec

    Target /Cue

    51 msec

    Fixation

    102 msec

    Distractor/ Target

    102 msec

    time

    Figure 2. Schematic diagram of stimulus events in Experiments 14. In thechoice reaction time (RT) task, the participantsused the mask as a target in Ex-periment 1, but as a cue in Experiments 24. The stimulus presented after themask was irrelevant in Experiment 1 but was used as the target in later exper-iments. Priming effects were assessed by the effects of primemask congruencyon RT. In the prime recognition task, the participants reported the prime. Timecourses of priming and prime recognition were assessed by varying stimulusonset asynchrony (SOA) between prime and mask randomly from trial to trial.Note that the bars in the last frame were either green or red. Experiment 3 usedthe color bars and tones as targets in the choice RT task. Experiment 4 used nocolor bars at all but presented sounds via headphones as targets in the choiceRT task.

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