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NIH's 275-channel MEG system

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MEG Data Analysis with Synthetic Aperture Magnetometry (SAM) Dr. Tom Holroyd NIMH MEG Core Facility MEG Lab Features Stim computer (Ika) boots Win98 or WinXP, tasks ... – PowerPoint PPT presentation

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Title: NIH's 275-channel MEG system


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NIH's 275-channel MEG system
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MEG Lab Features
  • Stim computer (Ika) boots Win98 or WinXP, tasks
    are written using Presentation software (can also
    use Matlab, Linux, etc.).
  • Visual stimuli via projection screen, driven by
    Ika. Auditory stimuli via pneumatic headphones,
    driven by Ika or arbitrary phono/RCA jack input.
  • Secondary computer interface (e.g., laptop)
    including sound and light.
  • Other stimulators Grass electrical stimulator,
    air-puff stimulator.
  • Response devices optical button boxes (one
    handheld), dual motion sensors, eye tracker,
    pneumatic pads, x-y joystick.
  • Optical sensor auditory trigger for precise
    timing.
  • All devices interface both with Ika and the MEG
    system.

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CTF 151 Channel array
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Synthetic Aperture Magnetometry
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Spatial resolution increases with the number of
MEG channels
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N-Back Working Memory Task Details
  • Sixteen 22 sec blocks of alternating 0-back and
    2-back
  • Stim one of four numbers (0.5 duration, 1.8 sec
    ITI)
  • normal volunteers strongly right handed
  • 2-back accuracy greater than 65

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Methods N-Back Task
1.8 s
1.8 s
1.8 s
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Stimulus
1.8 s
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2
3
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1.8 s
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Response
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0-BACK
1 none
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4 1
1-BACK
2 4
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4 2
3 4
Time
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DataEditor window with marks in the stimulus and
ADC channels
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Data Analysis
  • SAM Synthetic Aperture Magnetometry
  • Optimum spatial filter for each .75 cm voxel
    calculated from dual state freq domain covariance
    matrix
  • Time windowsblock(14 sec), stim (500 msec), resp
    (500 msec)
  • Theta, alpha, beta, gamma, freq bands
  • Group 3d map from Talairach aligned volumes using
    AFNI, n18 NC
  • Bluedesynch Redpower increase

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Group Analysis
  • MRIs Talairach aligned in AFNI
  • SAM image z-score normalized by pooled variance
  • AFNI 3dmean averaged warped SAM volumes
  • Normalized t statistic (3dttest) to threshold
    group mean map

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fMRI Processing
  • 3T GE EPI-RT, 24 slices, TE 30, TR 2000, FOV 24
    cm, voxel 3.75x3.75x6 mm, 64 x 64 matrix
  • Structurally aligned, smoothed and normalized to
    MNI space, SPM99
  • Single subj block design contrast for 2back gt
    0back
  • Group second level analysis at approx pgt.001

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  • MEG and fMRI
  • 2-back vs 0-back memory task, Block design
  • same 12 subjects, group map at p approx lt.001

SAM 500 msec window on response, Beta
desynchronization
SPM T map 2bgt0b SPM99 t 4.0 Z 3.10, p
0.001, k gt 10
CBDB and NIMH MEG Core
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Time-Frequency Analysis of Auditory Click Trains
  • Broadband clicks, 1 ms duration
  • Binaurally presented
  • Trains of 5 clicks with 250 ms ISI

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Beamformer Virtual Channels for an Auditory
Metronome
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Advanced Signal Processing FieldTrip
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