EEG Correlates of Voice and Face Emotional Judgments in the Human Brain

The purpose of this study is to clarify the neural correlates of human emotional judgment. This study aimed to induce a controlled perturbation in the emotional system of the brain by multimodal stimuli, and to investigate whether such emotional stimuli could induce reproducible and consistent changes in electroencephalography (EEG) signals. We exposed 12 subjects to auditory, visual, or combined audio–visual stimuli. Audio stimuli consisted of voice recordings of the Japanese word “arigato” (thank you) pronounced with three different intonations (angry—A, happy—H or neutral—N). Visual stimuli consisted of faces of women expressing the same emotional valences (A, H or N). Audio–visual stimuli were composed using either congruent combinations of faces and voices (e.g., H × H) or noncongruent combinations (e.g., A × H). The data were collected using an EEG system, and analysis was performed by computing the topographic distributions of EEG signals in the theta, alpha, and beta frequency ranges. We compared the conditions stimuli (A, H or N), and congruent versus noncongruent. Topographic maps of EEG power differed between those conditions. The obtained results demonstrate that EEG could be used as a tool to investigate emotional valence and discriminate various emotions.

[1]  B. Depaulo,et al.  Effects of actual deception and suspiciousness of deception on interpersonal perceptions. , 1984 .

[2]  Jonathan Evans Dual-processing accounts of reasoning, judgment, and social cognition. , 2008, Annual review of psychology.

[3]  J. Gabrieli,et al.  Rethinking Feelings: An fMRI Study of the Cognitive Regulation of Emotion , 2002, Journal of Cognitive Neuroscience.

[4]  T. Dalgleish,et al.  Handbook of cognition and emotion , 1999 .

[5]  M. Bradley,et al.  Emotion and motivation: measuring affective perception. , 1998, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[6]  K. Scherer,et al.  Appraisal processes in emotion: Theory, methods, research. , 2001 .

[7]  Jan-Mark Geusebroek,et al.  An Image Statistics–Based Model for Fixation Prediction , 2010, Cognitive Computation.

[8]  Julie Grèzes,et al.  Human and animal sounds influence recognition of body language , 2008, Brain Research.

[9]  J. Gross,et al.  The up- and down-regulation of amusement: experiential, behavioral, and autonomic consequences. , 2008, Emotion.

[10]  Takashi Nishikawa,et al.  Neural basis of fear conditioning induced by video clip: Positron emission tomography study , 2005, Psychiatry and clinical neurosciences.

[11]  Simon J Graham,et al.  An fMRI study investigating cognitive modulation of brain regions associated with emotional processing of visual stimuli , 2003, Neuropsychologia.

[12]  B. Mesquita,et al.  The experience of emotion. , 2007, Annual review of psychology.

[13]  Oliver G. B. Garrod,et al.  Facial expressions of emotion are not culturally universal , 2012, Proceedings of the National Academy of Sciences.

[14]  Simon Baron-Cohen,et al.  Empathizing with basic emotions: Common and discrete neural substrates , 2006, Social neuroscience.

[15]  A. Young,et al.  Task instructions modulate neural responses to fearful facial expressions , 2003, Biological Psychiatry.

[16]  L. Schmidt,et al.  Frontal electroencephalogram asymmetry during affective processing in children with Down syndrome: a pilot study. , 2007, Journal of intellectual disability research : JIDR.

[17]  J. Singer,et al.  Cognitive, social, and physiological determinants of emotional state. , 1962, Psychological review.

[18]  Charles Spence,et al.  Is visual dominance modulated by the threat value of visual and auditory stimuli? , 2009, Experimental Brain Research.

[19]  Didier Grandjean,et al.  Unpacking the cognitive architecture of emotion processes. , 2008, Emotion.

[20]  Yoko Hoshi,et al.  Regional cerebral blood flow changes associated with emotions in children. , 2002, Pediatric neurology.

[21]  Alexander R. T. GepperthSven Biased Competition in Visual Processing Hierarchies: A Learning Approach Using Multiple Cues , 2011 .

[22]  N. V. Lotova,et al.  Non-linear dynamic complexity of the human EEG during evoked emotions. , 1998, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[23]  F. Strack,et al.  Inhibiting and facilitating conditions of the human smile: a nonobtrusive test of the facial feedback hypothesis. , 1988, Journal of personality and social psychology.

[24]  R. Dolan,et al.  Unconscious fear influences emotional awareness of faces and voices. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[25]  Joseph E LeDoux Emotion Circuits in the Brain , 2000 .

[26]  P. Ekman,et al.  Matsumoto and Ekman's Japanese and Caucasian Facial Expressions of Emotion (JACFEE): Reliability Data and Cross-National Differences , 1997 .

[27]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

[28]  H. McGurk,et al.  Hearing lips and seeing voices , 1976, Nature.

[29]  Á. Pascual-Leone,et al.  Reciprocal modulation and attenuation in the prefrontal cortex: An fMRI study on emotional–cognitive interaction , 2004, Human brain mapping.

[30]  Jianwu Dang,et al.  Emotional McGurk Effect? A Cross-Cultural Investigation on Emotion Expression under Vocal and Facial Conflict , 2013, CCL.

[31]  D. Watson,et al.  Development and validation of brief measures of positive and negative affect: the PANAS scales. , 1988, Journal of personality and social psychology.

[32]  K. Nakamura,et al.  Activation of the right inferior frontal cortex during assessment of facial emotion. , 1999, Journal of neurophysiology.

[33]  P. Boesiger,et al.  Imbalance between Left and Right Dorsolateral Prefrontal Cortex in Major Depression Is Linked to Negative Emotional Judgment: An fMRI Study in Severe Major Depressive Disorder , 2008, Biological Psychiatry.

[34]  D. Tsoi,et al.  Humour experience in schizophrenia: relationship with executive dysfunction and psychosocial impairment , 2008, Psychological Medicine.

[35]  M. Pell,et al.  Seeing Emotion with Your Ears: Emotional Prosody Implicitly Guides Visual Attention to Faces , 2012, PloS one.

[36]  L. F. Barrett,et al.  Affect is a form of cognition: A neurobiological analysis , 2007, Cognition & emotion.

[37]  Scott Makeig,et al.  High-frequency Broadband Modulations of Electroencephalographic Spectra , 2009, Front. Hum. Neurosci..

[38]  R. Adolphs,et al.  Emotion and consciousness , 2007, Trends in Cognitive Sciences.

[39]  D. Sauter,et al.  Commonalities outweigh differences in the communication of emotions across human cultures [Letter to the editor] , 2013 .

[40]  Gert Kootstra,et al.  Predicting Eye Fixations on Complex Visual Stimuli Using Local Symmetry , 2011, Cognitive Computation.

[41]  Peter Boesiger,et al.  Segregated neural representation of distinct emotion dimensions in the prefrontal cortex—an fMRI study , 2006, NeuroImage.

[42]  T. Sejnowski,et al.  23 problems in systems neuroscience , 2006 .

[43]  R. Dolan,et al.  Crossmodal binding of fear in voice and face , 2001, Proceedings of the National Academy of Sciences of the United States of America.