Investigating the brain basis of facial expression perception using multi-voxel pattern analysis
Wegrzyn M, Riehle M, Labudda K, Woermann F, Baumgartner F, Pollmann S, Bien C, Kißler J (2015)
Cortex 69: 131-140.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
Download
Es wurden keine Dateien hochgeladen. Nur Publikationsnachweis!
Autor*in
Wegrzyn, MartinUniBi;
Riehle, Marcel;
Labudda, KirstenUniBi;
Woermann, Friedrich;
Baumgartner, Florian;
Pollmann, Stefan;
Bien, ChristianUniBi;
Kißler, JohannaUniBi
Einrichtung
Abstract / Bemerkung
Humans can readily decode emotion expressions from faces and perceive them in a categorical manner. The model by Haxby and colleagues proposes a number of different brain regions with each taking over specific roles in face processing. One key question is how these regions directly compare to one another in successfully discriminating between various emotional facial expressions. To address this issue, we compared the predictive accuracy of all key regions from the Haxby model using multi-voxel pattern analysis (MVPA) of functional magnetic resonance imaging (fMRI) data. Regions of interest were extracted using independent meta-analytical data. Participants viewed four classes of facial expressions (happy, angry, fearful and neutral) in an event-related fMRI design, while performing an orthogonal gender recognition task. Activity in all regions allowed for robust above-chance predictions. When directly comparing the regions to one another, fusiform gyms and superior temporal sulcus (STS) showed highest accuracies. These results underscore the role of the fusiform gyrus as a key region in perception of facial expressions, alongside STS. The study suggests the need for further specification of the relative role of the various brain areas involved in the perception of facial expression. Face processing appears to rely on more interactive and functionally overlapping neural mechanisms than previously conceptualised. (C) 2015 Elsevier Ltd. All rights reserved.
Stichworte
MVPA;
fMRI;
Facial expressions;
Emotion;
Face perception
Erscheinungsjahr
2015
Zeitschriftentitel
Cortex
Band
69
Seite(n)
131-140
ISSN
0010-9452
Page URI
https://pub.uni-bielefeld.de/record/2772481
Zitieren
Wegrzyn M, Riehle M, Labudda K, et al. Investigating the brain basis of facial expression perception using multi-voxel pattern analysis. Cortex. 2015;69:131-140.
Wegrzyn, M., Riehle, M., Labudda, K., Woermann, F., Baumgartner, F., Pollmann, S., Bien, C., et al. (2015). Investigating the brain basis of facial expression perception using multi-voxel pattern analysis. Cortex, 69, 131-140. https://doi.org/10.1016/j.cortex.2015.05.003
Wegrzyn, Martin, Riehle, Marcel, Labudda, Kirsten, Woermann, Friedrich, Baumgartner, Florian, Pollmann, Stefan, Bien, Christian, and Kißler, Johanna. 2015. “Investigating the brain basis of facial expression perception using multi-voxel pattern analysis”. Cortex 69: 131-140.
Wegrzyn, M., Riehle, M., Labudda, K., Woermann, F., Baumgartner, F., Pollmann, S., Bien, C., and Kißler, J. (2015). Investigating the brain basis of facial expression perception using multi-voxel pattern analysis. Cortex 69, 131-140.
Wegrzyn, M., et al., 2015. Investigating the brain basis of facial expression perception using multi-voxel pattern analysis. Cortex, 69, p 131-140.
M. Wegrzyn, et al., “Investigating the brain basis of facial expression perception using multi-voxel pattern analysis”, Cortex, vol. 69, 2015, pp. 131-140.
Wegrzyn, M., Riehle, M., Labudda, K., Woermann, F., Baumgartner, F., Pollmann, S., Bien, C., Kißler, J.: Investigating the brain basis of facial expression perception using multi-voxel pattern analysis. Cortex. 69, 131-140 (2015).
Wegrzyn, Martin, Riehle, Marcel, Labudda, Kirsten, Woermann, Friedrich, Baumgartner, Florian, Pollmann, Stefan, Bien, Christian, and Kißler, Johanna. “Investigating the brain basis of facial expression perception using multi-voxel pattern analysis”. Cortex 69 (2015): 131-140.
Daten bereitgestellt von European Bioinformatics Institute (EBI)
18 Zitationen in Europe PMC
Daten bereitgestellt von Europe PubMed Central.
The neuroscience of understanding the emotions of others.
Spunt RP, Adolphs R., Neurosci Lett 693(), 2019
PMID: 28624265
Spunt RP, Adolphs R., Neurosci Lett 693(), 2019
PMID: 28624265
Machine learning multivariate pattern analysis predicts classification of posttraumatic stress disorder and its dissociative subtype: a multimodal neuroimaging approach.
Nicholson AA, Densmore M, McKinnon MC, Neufeld RWJ, Frewen PA, Théberge J, Jetly R, Richardson JD, Lanius RA., Psychol Med 49(12), 2019
PMID: 30306886
Nicholson AA, Densmore M, McKinnon MC, Neufeld RWJ, Frewen PA, Théberge J, Jetly R, Richardson JD, Lanius RA., Psychol Med 49(12), 2019
PMID: 30306886
Empathy in Facial Mimicry of Fear and Disgust: Simultaneous EMG-fMRI Recordings During Observation of Static and Dynamic Facial Expressions.
Rymarczyk K, Żurawski Ł, Jankowiak-Siuda K, Szatkowska I., Front Psychol 10(), 2019
PMID: 30971997
Rymarczyk K, Żurawski Ł, Jankowiak-Siuda K, Szatkowska I., Front Psychol 10(), 2019
PMID: 30971997
Activity changes in the left superior temporal sulcus reflect the effects of childcare training on young female students' perceptions of infants' negative facial expressions.
Ito A, Niwano K, Tanabe M, Sato Y, Fujii T., Neurosci Res 131(), 2018
PMID: 28916469
Ito A, Niwano K, Tanabe M, Sato Y, Fujii T., Neurosci Res 131(), 2018
PMID: 28916469
Multivariate Pattern Classification of Facial Expressions Based on Large-Scale Functional Connectivity.
Liang Y, Liu B, Li X, Wang P., Front Hum Neurosci 12(), 2018
PMID: 29615882
Liang Y, Liu B, Li X, Wang P., Front Hum Neurosci 12(), 2018
PMID: 29615882
Brain Responses to Dynamic Facial Expressions: A Normative Meta-Analysis.
Zinchenko O, Yaple ZA, Arsalidou M., Front Hum Neurosci 12(), 2018
PMID: 29922137
Zinchenko O, Yaple ZA, Arsalidou M., Front Hum Neurosci 12(), 2018
PMID: 29922137
Spatiotemporal dynamics in human visual cortex rapidly encode the emotional content of faces.
Dima DC, Perry G, Messaritaki E, Zhang J, Singh KD., Hum Brain Mapp 39(10), 2018
PMID: 29885055
Dima DC, Perry G, Messaritaki E, Zhang J, Singh KD., Hum Brain Mapp 39(10), 2018
PMID: 29885055
Common Functional Brain States Encode both Perceived Emotion and the Psychophysiological Response to Affective Stimuli.
Bush KA, Privratsky A, Gardner J, Zielinski MJ, Kilts CD., Sci Rep 8(1), 2018
PMID: 30337576
Bush KA, Privratsky A, Gardner J, Zielinski MJ, Kilts CD., Sci Rep 8(1), 2018
PMID: 30337576
Neural time course and brain sources of facial attractiveness vs. trustworthiness judgment.
Calvo MG, Gutiérrez-García A, Beltrán D., Cogn Affect Behav Neurosci 18(6), 2018
PMID: 30187360
Calvo MG, Gutiérrez-García A, Beltrán D., Cogn Affect Behav Neurosci 18(6), 2018
PMID: 30187360
Emotion Perception from Face, Voice, and Touch: Comparisons and Convergence.
Schirmer A, Adolphs R., Trends Cogn Sci 21(3), 2017
PMID: 28173998
Schirmer A, Adolphs R., Trends Cogn Sci 21(3), 2017
PMID: 28173998
Decoding facial expressions based on face-selective and motion-sensitive areas.
Liang Y, Liu B, Xu J, Zhang G, Li X, Wang P, Wang B., Hum Brain Mapp 38(6), 2017
PMID: 28345150
Liang Y, Liu B, Xu J, Zhang G, Li X, Wang P, Wang B., Hum Brain Mapp 38(6), 2017
PMID: 28345150
Formalizing emotion concepts within a Bayesian model of theory of mind.
Saxe R, Houlihan SD., Curr Opin Psychol 17(), 2017
PMID: 28950962
Saxe R, Houlihan SD., Curr Opin Psychol 17(), 2017
PMID: 28950962
Mapping the emotional face. How individual face parts contribute to successful emotion recognition.
Wegrzyn M, Vogt M, Kireclioglu B, Schneider J, Kissler J., PLoS One 12(5), 2017
PMID: 28493921
Wegrzyn M, Vogt M, Kireclioglu B, Schneider J, Kissler J., PLoS One 12(5), 2017
PMID: 28493921
Modelling the perceptual similarity of facial expressions from image statistics and neural responses.
Sormaz M, Watson DM, Smith WAP, Young AW, Andrews TJ., Neuroimage 129(), 2016
PMID: 26825440
Sormaz M, Watson DM, Smith WAP, Young AW, Andrews TJ., Neuroimage 129(), 2016
PMID: 26825440
Somatosensory Representations Link the Perception of Emotional Expressions and Sensory Experience.
Kragel PA, LaBar KS., eNeuro 3(2), 2016
PMID: 27280154
Kragel PA, LaBar KS., eNeuro 3(2), 2016
PMID: 27280154
More Than Meets the Eye: Split-Second Social Perception.
Freeman JB, Johnson KL., Trends Cogn Sci 20(5), 2016
PMID: 27050834
Freeman JB, Johnson KL., Trends Cogn Sci 20(5), 2016
PMID: 27050834
A Neural Basis of Facial Action Recognition in Humans.
Srinivasan R, Golomb JD, Martinez AM., J Neurosci 36(16), 2016
PMID: 27098688
Srinivasan R, Golomb JD, Martinez AM., J Neurosci 36(16), 2016
PMID: 27098688
Perceiving emotional expressions in others: Activation likelihood estimation meta-analyses of explicit evaluation, passive perception and incidental perception of emotions.
Dricu M, Frühholz S., Neurosci Biobehav Rev 71(), 2016
PMID: 27836460
Dricu M, Frühholz S., Neurosci Biobehav Rev 71(), 2016
PMID: 27836460
42 References
Daten bereitgestellt von Europe PubMed Central.
Neural systems for recognizing emotion
Adolphs, Current Opinions in Neurobiology 12(), 2002
Adolphs, Current Opinions in Neurobiology 12(), 2002
Decoding the neural representation of affective states.
Baucom LB, Wedell DH, Wang J, Blitzer DN, Shinkareva SV., Neuroimage 59(1), 2011
PMID: 21801839
Baucom LB, Wedell DH, Wang J, Blitzer DN, Shinkareva SV., Neuroimage 59(1), 2011
PMID: 21801839
Bruce, 2012
A case of prosopagnosia with some preserved covert remembrance of familiar faces.
Bruyer R, Laterre C, Seron X, Feyereisen P, Strypstein E, Pierrard E, Rectem D., Brain Cogn 2(3), 1983
PMID: 6546027
Bruyer R, Laterre C, Seron X, Feyereisen P, Strypstein E, Pierrard E, Rectem D., Brain Cogn 2(3), 1983
PMID: 6546027
Understanding the recognition of facial identity and facial expression
Calder, Nature Review Neuroscience 6(), 2005
Calder, Nature Review Neuroscience 6(), 2005
Normal recognition of emotion in a prosopagnosic.
Duchaine BC, Parker H, Nakayama K., Perception 32(7), 2003
PMID: 12974568
Duchaine BC, Parker H, Nakayama K., Perception 32(7), 2003
PMID: 12974568
FACES-a database of facial expressions in young, middle-aged, and older women and men: development and validation
Ebner, Behaviorel Research Methods 42(), 2010
Ebner, Behaviorel Research Methods 42(), 2010
Decoding of emotional information in voice-sensitive cortices.
Ethofer T, Van De Ville D, Scherer K, Vuilleumier P., Curr. Biol. 19(12), 2009
PMID: 19446457
Ethofer T, Van De Ville D, Scherer K, Vuilleumier P., Curr. Biol. 19(12), 2009
PMID: 19446457
Beyond threat: amygdala reactivity across multiple expressions of facial affect.
Fitzgerald DA, Angstadt M, Jelsone LM, Nathan PJ, Phan KL., Neuroimage 30(4), 2005
PMID: 16368249
Fitzgerald DA, Angstadt M, Jelsone LM, Nathan PJ, Phan KL., Neuroimage 30(4), 2005
PMID: 16368249
The correlates of subjective perception of identity and expression in the face network: an fMRI adaptation study.
Fox CJ, Moon SY, Iaria G, Barton JJ., Neuroimage 44(2), 2008
PMID: 18852053
Fox CJ, Moon SY, Iaria G, Barton JJ., Neuroimage 44(2), 2008
PMID: 18852053
Functional atlas of emotional faces processing, a voxel-based meta-analysis of 105 functional magnetic resonance imaging studies
Fusar-Poli, Journal of Psychiatry & Neuroscience: JPN 34(), 2009
Fusar-Poli, Journal of Psychiatry & Neuroscience: JPN 34(), 2009
The BOLD signal in the amygdala does not differentiate between dynamic facial expressions.
van der Gaag C, Minderaa RB, Keysers C., Soc Cogn Affect Neurosci 2(2), 2007
PMID: 18985128
van der Gaag C, Minderaa RB, Keysers C., Soc Cogn Affect Neurosci 2(2), 2007
PMID: 18985128
The involvement of the "fusiform face area" in processing facial expression.
Ganel T, Valyear KF, Goshen-Gottstein Y, Goodale MA., Neuropsychologia 43(11), 2005
PMID: 16009246
Ganel T, Valyear KF, Goshen-Gottstein Y, Goodale MA., Neuropsychologia 43(11), 2005
PMID: 16009246
Neural responses to facial expression and face identity in the monkey amygdala.
Gothard KM, Battaglia FP, Erickson CA, Spitler KM, Amaral DG., J. Neurophysiol. 97(2), 2006
PMID: 17093126
Gothard KM, Battaglia FP, Erickson CA, Spitler KM, Amaral DG., J. Neurophysiol. 97(2), 2006
PMID: 17093126
Emotional expressions evoke a differential response in the fusiform face area
Harry, Frontiers in Human Neuroscience 7(), 2013
Harry, Frontiers in Human Neuroscience 7(), 2013
Distributed and overlapping representations of faces and objects in ventral temporal cortex.
Haxby JV, Gobbini MI, Furey ML, Ishai A, Schouten JL, Pietrini P., Science 293(5539), 2001
PMID: 11577229
Haxby JV, Gobbini MI, Furey ML, Ishai A, Schouten JL, Pietrini P., Science 293(5539), 2001
PMID: 11577229
The distributed human neural system for face perception.
Haxby JV, Hoffman EA, Gobbini MI., Trends Cogn. Sci. (Regul. Ed.) 4(6), 2000
PMID: 10827445
Haxby JV, Hoffman EA, Gobbini MI., Trends Cogn. Sci. (Regul. Ed.) 4(6), 2000
PMID: 10827445
The slice-timing problem event-related fMRI
Henson, NeuroImage 9(), 1999
Henson, NeuroImage 9(), 1999
Distinct representations of eye gaze and identity in the distributed human neural system for face perception.
Hoffman EA, Haxby JV., Nat. Neurosci. 3(1), 2000
PMID: 10607399
Hoffman EA, Haxby JV., Nat. Neurosci. 3(1), 2000
PMID: 10607399
The Gender of Face Stimuli is Represented in Multiple Regions in the Human Brain.
Kaul C, Rees G, Ishai A., Front Hum Neurosci 4(), 2011
PMID: 21270947
Kaul C, Rees G, Ishai A., Front Hum Neurosci 4(), 2011
PMID: 21270947
Processing of facial emotion in the human fusiform gyrus.
Kawasaki H, Tsuchiya N, Kovach CK, Nourski KV, Oya H, Howard MA, Adolphs R., J Cogn Neurosci 24(6), 2011
PMID: 22185494
Kawasaki H, Tsuchiya N, Kovach CK, Nourski KV, Oya H, Howard MA, Adolphs R., J Cogn Neurosci 24(6), 2011
PMID: 22185494
The many faces of research on face perception
Little, Philosophical Transactions of the Royal Society B: Biological Sciences 366(), 2011
Little, Philosophical Transactions of the Royal Society B: Biological Sciences 366(), 2011
Detection and repair of transient artifacts in fMRI data
Mazaika, 2005
Mazaika, 2005
The fusiform response to faces: explicit versus implicit processing of emotion.
Monroe JF, Griffin M, Pinkham A, Loughead J, Gur RC, Roberts TP, Christopher Edgar J., Hum Brain Mapp 34(1), 2011
PMID: 21932258
Monroe JF, Griffin M, Pinkham A, Loughead J, Gur RC, Roberts TP, Christopher Edgar J., Hum Brain Mapp 34(1), 2011
PMID: 21932258
Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses.
Mumford JA, Turner BO, Ashby FG, Poldrack RA., Neuroimage 59(3), 2011
PMID: 21924359
Mumford JA, Turner BO, Ashby FG, Poldrack RA., Neuroimage 59(3), 2011
PMID: 21924359
Supramodal representations of perceived emotions in the human brain.
Peelen MV, Atkinson AP, Vuilleumier P., J. Neurosci. 30(30), 2010
PMID: 20668196
Peelen MV, Atkinson AP, Vuilleumier P., J. Neurosci. 30(30), 2010
PMID: 20668196
Decoding face categories in diagnostic subregions of primary visual cortex.
Petro LS, Smith FW, Schyns PG, Muckli L., Eur. J. Neurosci. 37(7), 2013
PMID: 23373719
Petro LS, Smith FW, Schyns PG, Muckli L., Eur. J. Neurosci. 37(7), 2013
PMID: 23373719
Emotion facilitates perception and potentiates the perceptual benefits of attention.
Phelps EA, Ling S, Carrasco M., Psychol Sci 17(4), 2006
PMID: 16623685
Phelps EA, Ling S, Carrasco M., Psychol Sci 17(4), 2006
PMID: 16623685
Rasmussen, 2006
Parallel amygdala and inferotemporal activation reflect emotional intensity and fear relevance.
Sabatinelli D, Bradley MM, Fitzsimmons JR, Lang PJ., Neuroimage 24(4), 2005
PMID: 15670706
Sabatinelli D, Bradley MM, Fitzsimmons JR, Lang PJ., Neuroimage 24(4), 2005
PMID: 15670706
Emotional perception: meta-analyses of face and natural scene processing.
Sabatinelli D, Fortune EE, Li Q, Siddiqui A, Krafft C, Oliver WT, Beck S, Jeffries J., Neuroimage 54(3), 2010
PMID: 20951215
Sabatinelli D, Fortune EE, Li Q, Siddiqui A, Krafft C, Oliver WT, Beck S, Jeffries J., Neuroimage 54(3), 2010
PMID: 20951215
Receptive field asymmetries produce color-dependent direction selectivity in primate lateral geniculate nucleus.
Tailby C, Dobbie WJ, Solomon SG, Szmajda BA, Hashemi-Nezhad M, Forte JD, Martin PR., J Vis 10(8), 2010
PMID: 20884576
Tailby C, Dobbie WJ, Solomon SG, Szmajda BA, Hashemi-Nezhad M, Forte JD, Martin PR., J Vis 10(8), 2010
PMID: 20884576
Preferential responses in amygdala and insula during presentation of facial contempt and disgust.
Sambataro F, Dimalta S, Di Giorgio A, Taurisano P, Blasi G, Scarabino T, Giannatempo G, Nardini M, Bertolino A., Eur. J. Neurosci. 24(8), 2006
PMID: 17042790
Sambataro F, Dimalta S, Di Giorgio A, Taurisano P, Blasi G, Scarabino T, Giannatempo G, Nardini M, Bertolino A., Eur. J. Neurosci. 24(8), 2006
PMID: 17042790
PRoNTo: pattern recognition for neuroimaging toolbox.
Schrouff J, Rosa MJ, Rondina JM, Marquand AF, Chu C, Ashburner J, Phillips C, Richiardi J, Mourao-Miranda J., Neuroinformatics 11(3), 2013
PMID: 23417655
Schrouff J, Rosa MJ, Rondina JM, Marquand AF, Chu C, Ashburner J, Phillips C, Richiardi J, Mourao-Miranda J., Neuroinformatics 11(3), 2013
PMID: 23417655
How brains beware: neural mechanisms of emotional attention.
Vuilleumier P., Trends Cogn. Sci. (Regul. Ed.) 9(12), 2005
PMID: 16289871
Vuilleumier P., Trends Cogn. Sci. (Regul. Ed.) 9(12), 2005
PMID: 16289871
fMRI-adaptation reveals dissociable neural representations of identity and expression in face perception.
Winston JS, Henson RN, Fine-Goulden MR, Dolan RJ., J. Neurophysiol. 92(3), 2004
PMID: 15115795
Winston JS, Henson RN, Fine-Goulden MR, Dolan RJ., J. Neurophysiol. 92(3), 2004
PMID: 15115795
A multimodal neural network recruited by expertise with musical notation.
Wong YK, Gauthier I., J Cogn Neurosci 22(4), 2010
PMID: 19320551
Wong YK, Gauthier I., J Cogn Neurosci 22(4), 2010
PMID: 19320551
Revisiting the role of the fusiform face area in visual expertise.
Xu Y., Cereb. Cortex 15(8), 2005
PMID: 15677350
Xu Y., Cereb. Cortex 15(8), 2005
PMID: 15677350
Large-scale automated synthesis of human functional neuroimaging data.
Yarkoni T, Poldrack RA, Nichols TE, Van Essen DC, Wager TD., Nat. Methods 8(8), 2011
PMID: 21706013
Yarkoni T, Poldrack RA, Nichols TE, Van Essen DC, Wager TD., Nat. Methods 8(8), 2011
PMID: 21706013
Export
Markieren/ Markierung löschen
Markierte Publikationen
Web of Science
Dieser Datensatz im Web of Science®Quellen
PMID: 26046623
PubMed | Europe PMC
Suchen in