co-registration of eye movements and eeg to study semantic...
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Co-registration of eye movements and EEG to study semantic congruency during scene perception
Have you seen this object?
YES NO
X 10
X 10
time
+
< 5 s gaze contingent
4 s
1 s
X 5
Object• congruent• incongruent• new
CONCLUSIONS
Protocol
Filtering: 0.1 – 100Hz + notch 60 Hz
* *
Occipital
Region Of Interest (ROI): congruent, incongruent or control objectEye-movements Electroencephalography (EEG)→ Incongruent objects fixated more often and longer than congruent objects [Henderson, Weeks and Hollingworth 1999] [Underwood and Foulsham 2006]
[Underwood, Humphreys and Cross 2007] [Võ and Henderson 2009]
→ Incongruent objects elicited a stronger centro-frontal N300–N400→ Early congruency effect, dominant on the left hemisphere electrodes[Mudrik, Lamy & Deouell 2010][Ganis & Kutas 2003] [Demiral, Malcolm & Henderson 2010]
[Mudrik, Lamy & Deouell 2010]
→ Incongruent objects were more fixated and for a longer duration than congruent objects. Replication of eye movement results BUT differences also present between congruent and control objects.
→ The P1 EFRP and a late EFRP emerging around 260 ms after the fixation onset were modulated by the different objects. No difference between congruent and incongruent objects BUT difference between congruent/incongruent and control objects.
The top-down encoding of the scene was built during the first eye fixations; a mismatch between the attribute of the objects and the features of the scene affected the scene exploration. These results
suggest that top-down information influences early object processing during natural viewing.
• Demiral, Ş. B., Malcolm, G. L., & Henderson, J. M. (2012). ERP correlates of spatially incongruent object identification during scene viewing: Contextual expectancy versus simultaneous processing. Neuropsychologia, 50(7), 1271-1285.• Devillez, H., Guyader, N., & Guérin-Dugué, A. (2015). An eye fixation–related potentials analysis of the P300 potential for fixations onto a target object when exploring natural scenes. Journal of Vision, 15(13), 20-20.• Ganis, G., & Kutas, M. (2003). An electrophysiological study of scene effects on object identification. Cognitive Brain Research, 16(2), 123-144. • Henderson, J. M., Weeks Jr, P. A., & Hollingworth, A. (1999). The effects of semantic consistency on eye movements during complex scene viewing. Journal of experimental psychology: Human perception and performance, 25(1), 210• Kaunitz, L. N., Kamienkowski, J. E., Varatharajah, A., Sigman, M., Quiroga, R. Q., & Ison, M. J. (2014). Looking for a face in the crowd: Fixation-related potentials in an eye-movement visual search task. NeuroImage, 89, 297-305..• Mudrik, L., Lamy, D., & Deouell, L. Y. (2010). ERP evidence for context congruity effects during simultaneous object–scene processing. Neuropsychologia, 48(2), 507-517.• Underwood, G., & Foulsham, T. (2006). Visual saliency and semantic incongruency influence eye movements when inspecting pictures. The Quarterly journal of experimental psychology, 59(11), 1931-1949.• Underwood, G., Humphreys, L., & Cross, E. (2007). Congruency, saliency and gist in the inspection of objects in natural scenes. Eye movements: A window on mind and brain, 564-579.• Võ, M. L. H., & Henderson, J. M. (2009). Does gravity matter? Effects of semantic and syntactic inconsistencies on the allocation of attention during scene perception. Journal of Vision, 9(3), 24.
This research was supported by Grants N00014-14-1-0670 and N00014-16-1-2128 from the Office of Naval Research (ONR).Thanks to Chris Bird, Krystin Corby, and Shaina Martis for research support.
Reference: averageStatistics: cluster-based permutation test
Empirical distribution of fixation duration/saccade amplitude
matched to the global distribution by removing fixations/saccades
[Devillez, Guyader and Guérin-Dugué 2015]
PRE-PROCESSINGArtifacts rejection: ICA Eye-movement artifacts limitation
Vertical component
Horizontal component
Saccade
METHODS
OBJECTIVES
→ Investigated the effect of semantic congruency on scene processing using eye-fixation related potentials (EFRPs)→ Simultaneously registered EEG and eye-tracking (ET) signals of participants exploring natural scenes during 4 sec in preparation for a recognition memory test
→Direct access to the timing of the processes involved during fixations→Direct access to the scene exploration across the scanpath
Before
After
Stimuli
timefixation n-1fixation n fixation n+1
Overlap of potentials elicited by consecutive fixations
EFRP according to current fixation duration
Eye movement parameters have been shown to influence EFRPs[Kaunitz et al., 2014]
*
Object processing is affected by the gist of the scene within which it is embedded and the prior knowledge about the objects.
*
Hélène Devillez, Randall C. O’Reilly, Tim CurranDepartment of Psychology and Neuroscience, University of Colorado Boulder
Next stepUse pictures of staged scenes
rather than digitally manipulated pictures.
Occipital cluster
54 → 85 ms
Participants: 30 participants, 10 F – 20 M, Age: 19.48 ± 1.94Recordings: Eyelink 1000 & EGI 128 electrodes
Control objectsOne of the three most salient objects (based on experimental saliency
maps)
Control I from incongruent scenes Control II from incongruent scenes
Fixation durations/saccade amplitudes gathered to form
one global distribution
Object fixated Rank of the FOI
EYE MOVEMENT RESULTS
BEHAVIORAL RESULTS
ANALYSIS
Reaction timeAccuracy
Count
*
*
Total fixation
Duration
*
*
*
*
*
*
First-pass gaze
Fixations of Interest (FOI)
Fixation Of Interest First fixation in the
ROI
First-pass gazeAll fixations between
first entry and first exit in the ROI
Total fixation All fixations within the ROI from scene
onset to scene offset
Frontal
EEG RESULTSEFRP on the FOI
Occipital cluster
267 → 341 ms
Frontal cluster
261 → 310 ms
* p < .05
* p < .05
p < .05
X 50
CongruentIncongruent
Scenes
Objects
[Võ and Henderson 2009]
Correcttrials