Abstract Representations of Associated Emotions in the Human Brain

被引:62
作者
Kim, Junsuk [1 ]
Schultz, Johannes [2 ,3 ]
Rohe, Tim [2 ]
Wallraven, Christian [1 ]
Lee, Seong-Whan [1 ]
Buelthoff, Heinrich H. [1 ,2 ]
机构
[1] Korea Univ, Dept Brain & Cognit Engn, Seoul 136713, South Korea
[2] Max Planck Inst Biol Cybernet, Dept Human Percept Cognit & Act, D-72076 Tubingen, Germany
[3] Univ Durham, Dept Psychol, Durham DH1 3LE, England
基金
新加坡国家研究基金会;
关键词
abstract representation; associated emotion; fMRI; MVPA; POSTERIOR CINGULATE CORTEX; FUNCTIONAL NEUROANATOMY; FMRI; ACTIVATION; METAANALYSIS; INFORMATION; RETRIEVAL; WORDS; PET; EXPRESSIONS;
D O I
10.1523/JNEUROSCI.4059-14.2015
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Emotions can be aroused by various kinds of stimulus modalities. Recent neuroimaging studies indicate that several brain regions represent emotions at an abstract level, i.e., independently from the sensory cues from which they are perceived (e.g., face, body, or voice stimuli). If emotions are indeed represented at such an abstract level, then these abstract representations should also be activated by the memory of an emotional event. We tested this hypothesis by asking human participants to learn associations between emotional stimuli (videos of faces or bodies) and non-emotional stimuli (fractals). After successful learning, fMRI signals were recorded during the presentations of emotional stimuli and emotion-associated fractals. We tested whether emotions could be decoded from fMRI signals evoked by the fractal stimuli using a classifier trained on the responses to the emotional stimuli (and vice versa). This was implemented as a whole-brain searchlight, multivoxel activation pattern analysis, which revealed successful emotion decoding in four brain regions: posterior cingulate cortex (PCC), precuneus, MPFC, and angular gyrus. The same analysis run only on responses to emotional stimuli revealed clusters in PCC, precuneus, and MPFC. Multidimensional scaling analysis of the activation patterns revealed clear clustering of responses by emotion across stimulus types. Our results suggest that PCC, precuneus, and MPFC contain representations of emotions that can be evoked by stimuli that carry emotional information themselves or by stimuli that evoke memories of emotional stimuli, while angular gyrus is more likely to take part in emotional memory retrieval.
引用
收藏
页码:5655 / 5663
页数:9
相关论文
共 44 条
[1]  
ANDREASEN NC, 1995, AM J PSYCHIAT, V152, P1576
[2]   Evidence for distinct contributions of form and motion information to the recognition of emotions from body gestures [J].
Atkinson, Anthony P. ;
Tunstall, Mary L. ;
Dittrich, Winand H. .
COGNITION, 2007, 104 (01) :59-72
[3]   Emotion perception from dynamic and static body expressions in point-light and full-light displays [J].
Atkinson, AP ;
Dittrich, WH ;
Gemmell, AJ ;
Young, AW .
PERCEPTION, 2004, 33 (06) :717-746
[4]   Fear across the senses: brain responses to music, vocalizations and facial expressions [J].
Aube, William ;
Angulo-Perkins, Arafat ;
Peretz, Isabelle ;
Concha, Luis ;
Armony, Jorge L. .
SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE, 2015, 10 (03) :399-407
[5]   THE DUALITY OF THE CINGULATE GYRUS IN MONKEY - NEUROANATOMICAL STUDY AND FUNCTIONAL HYPOTHESIS [J].
BALEYDIER, C ;
MAUGUIERE, F .
BRAIN, 1980, 103 (SEP) :525-554
[6]   Online evaluation of novel choices by simultaneous representation of multiple memories [J].
Barron, Helen C. ;
Dolan, Raymond J. ;
Behrens, Timothy E. J. .
NATURE NEUROSCIENCE, 2013, 16 (10) :1492-+
[7]   Decoding the neural representation of affective states [J].
Baucom, Laura B. ;
Wedell, Douglas H. ;
Wang, Jing ;
Blitzer, David N. ;
Shinkareva, Svetlana V. .
NEUROIMAGE, 2012, 59 (01) :718-727
[8]   The precuneus: a review of its functional anatomy and behavioural correlates [J].
Cavanna, AE ;
Trimble, MR .
BRAIN, 2006, 129 :564-583
[9]   Subcortical and cortical brain activity during the feeling of self-generated emotions [J].
Damasio, AR ;
Grabowski, TJ ;
Bechara, A ;
Damasio, H ;
Ponto, LLB ;
Parvizi, J ;
Hichwa, RD .
NATURE NEUROSCIENCE, 2000, 3 (10) :1049-1056
[10]  
Edelman S, 1998, PSYCHOBIOLOGY, V26, P309