Identifying Emotions on the Basis of Neural Activation

PLoS ONE

Volumn 8, Issue 6, 2013, Pages

  Kassam, Karim S ^a   Markey, Amanda R ^a   Cherkassky, Vladimir L ^a   Loewenstein, George ^a   Just, Marcel Adam ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ANGER; ARTICLE; BAYESIAN LEARNING; BEHAVIOR; BRAIN REGION; DESIRE; DISGUST; EMOTION; EMOTIONALITY; ENVY; FEAR; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HAPPINESS; HUMAN; HUMAN EXPERIMENT; MALE; NEUROIMAGING; NORMAL HUMAN; PRIDE; QUALITATIVE ANALYSIS; SAD; SHAME; TASK PERFORMANCE; BAYES THEOREM; BRAIN; DIAGNOSTIC IMAGING; FACTOR ANALYSIS; NERVE CELL; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROCEDURES; YOUNG ADULT;

BAYES THEOREM; BRAIN; EMOTIONS; FACTOR ANALYSIS, STATISTICAL; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NEURONS; YOUNG ADULT;

EID: 84879204229     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0066032     Document Type: Article

References (71)

1. Clore G, Huntsinger J, (2007) How emotions inform judgment and regulate thought. Trends Cogn. Sci. (Regul. Ed.) 11(9): 393-399.
2. Damasio AR (1994) Descartes' Error: Emotion, Reason and the Human Brain. Kirkwood, NY: Putnam Publishing.
3. Overskeid G, (2000) The slave of the passions: Experiencing problems and selecting solutions. Rev Gen Psychol 4(3): 284-308.
4. Lerner JS, Keltner D, (2001) Fear, anger, and risk. J Pers Soc Psychol 81(1): 146.
5. Phelps EA, (2004) Human emotion and memory:interactions of the amygdala and hippocampal complex. Curr. Opin. Neurobiol. 14: 198-202.
6. Phelps EA, Ling S, Carrasco M, (2006) Emotion facilitates perception and potentiates the perceptual benefits of attention. Psychol Sci 17(4): 292-299.
7. Scott SK, Young AW, Calder AJ, Hellawell DJ, Aggleton JP, et al. (1997) Impaired auditory recognition of fear and anger following bilateral amygdala lesions. Nature 385: 254-257.
8. Barrett LF, (2006) Are emotions natural kinds? Perspect Psychol Sci 1: 28-58.
9. Izard CE, (2007) Basic emotions, natural kinds, emotion schemas and a new paradigm. Perspect Psychol Sci 2: 260-280.
10. Panksepp J, (2007) Neurologizing the psychology of affects: How appraisal-based constructivism and basic emotion theory can coexist. Perspect Psychol Sci 2(3): 281-296.
11. Cosmides L, Tooby J (2004) Evolutionary Psychology and the Emotions. In: Lewis M, Haviland-Jones JM, editors. Handbook of Emotions. NY: Guilford.
12. Scarantino A, Griffiths P, (2011) Don't give up on basic emotions. Emot Rev 3: 444-454.
13. Kober H, Barrett LF, Joseph J, Bliss-Moreau E, Lindquist K, et al. (2008) Functional grouping and cortical-subcortical interactions in emotion: A meta-analysis of neuroimaging studies. Neuroimage 42: 998.
14. Lindquist KA, Wager TD, Kober H, Bliss-Moreau E, Barrett LF, (2012) The brain basis of emotion: A meta-analytic review. Behav Brain Sci 35: 121-143.
15. Phan K, Wager T, Taylor S, Liberzon I, (2002) Functional neuroanatomy of emotion: A meta-analysis of emotion activation studies in PET and fMRI. Neuroimage 16: 331-348.
16. Wager TD, Phan KL, Liberzon I, Taylor SF, (2003) Valence, gender, and lateralization of functional brain anatomy in emotion: a meta-analysis of findings from neuroimaging. Neuroimage 19: 513-531.
17. Murphy FC, Nimmo-Smith I, Lawrence AD, (2003) Functional neuroanatomy of emotions: a meta-analysis. Cogn Affect Behav Neurosci 3: 207-233.
18. Vytal K, Hamann S, (2010) Neuroimaging support for discrete neural correlates of basic emotions: A voxel- based meta-analysis. J Cogn Neurosci 22: 2864-2885.
19. Stemmler G (2003) Introduction: Autonomic psychophysiology. In: Davidson RJ, Scherer KR, Goldsmith HH, editors. Handbook of affective sciences. New York: Oxford University Press. 131-134.
20. Jimura K, Poldrack RA, (2012) Analyses of regional-average activation and multivoxel pattern information tell complementary stories. Neuropsychologia 50: 544-552.
21. Mitchell TM (1997) Mach Learn. WCB.
22. Mitchell TM, Hutchinson R, Niculescu RS, Pereira F, Wang X, et al. (2004) Learning to decode cognitive states from brain images. Mach Learn 57: 145-175.
23. Kolodyazhniy V, Kreibig SD, Gross JJ, Roth WT, Wilhelm FH, (2011) An affective computing approach to physiological emotion specificity: Toward subject-independent and stimulus-independent classification of film-induced emotions. Psychophysiology 48: 908-922.
24. Ethofer T, Van De Ville D, Scherer K, Vuilleumier P, (2009) Decoding of emotional information in voice-sensitive cortices. Curr Biol 19: 1028-1033.
25. Said CP, Moore CD, Engell AD, Haxby JV, (2010) Distributed representations of dynamic facial expressions in the superior temporal sulcus. J Vis 10: 1-12.
26. Peelen MV, Atkinson AP, Vuilleumier P, (2010) Supramodal representations of perceived emotions in the human brain. J Neurosci 30: 10127-10134.
27. Baucom LB, Wedell DH, Wang J, Blitzer DN, Shinkareva SV, (2012) Decoding the neural representation of affective states. Neuroimage 59: 718-727.
28. Lang PJ, Bradley MM, Cuthbert BN (1995) International affective picture system (IAPS): Technical manual and affective ratings. Gainesville, FL: University of Florida, Center for Research in Psychophysiology.
29. Anders S, Lotze M, Erb M, Grodd W, Birbaumer N, (2004) Brain activity underlying emotional valence and arousal: a response-related fMRI study. Hum Brain Mapp 23: 200-209.
30. Nielen MMA, Heslenfeld DJ, Heinen K, Van Strien JW, Witter MP, et al. (2009) Distinct brain systems underlie the processing of valence and arousal of affective pictures. Brain Cogn 71: 387-396.
31. Barrett LF, Russell JA, (1999) The Structure of Current Affect Controversies and Emerging Consensus. Curr Dir Psychol Sci 8: 10-14.
32. Watson D, Tellegen A, (1985) Toward a consensual structure of mood. Psychol Bull 98: 219-235.
33. Russell JA, (1980) A circumplex model of affect. J Pers Soc Psychol 39: 1161-1178.
34. Carver CS, Harmon-Jones E, (2009) Anger is an approach-related affect: evidence and implications. Psychol Bull 135: 183.
35. Britton JC, Phan KL, Taylor SF, Welsh RC, Berridge KC, et al. (2006) Neural correlates of social and nonsocial emotions: An fMRI study. Neuroimage 31: 397-409.
36. Keltner D, Kring AM, (1998) Emotion, social function, and psychopathology. Rev Gen Psychol 2: 320.
37. Frijda NH, Mesquita B (1994) The social roles and functions of emotions. In: Markus HR, Kitayama S, editors. Emotion and Culture. New York: American Psychological Association. 51-87.
38. Leary MR (2001) Affect, Cognition, and the Social Emotions. Feeling and thinking: The role of affect in social cognition. In: Forgas JP, editor. Feeling and Thinking: The Role of Affect in Social Cognition. New York: Cambridge University Press. 331-356.
39. Adolphs R, Baron-Cohen S, Tranel D, (2002) Impaired recognition of social emotions following amygdala damage. J Cogn Neurosci 14: 1264-1274.
40. Just MA, Cherkassky VL, Aryal S, Mitchell TM, (2010) A neurosemantic theory of concrete noun representation based on the underlying brain codes. PLoS One 5: e8622.
41. Mitchell TM, Shinkareva SV, Carlson A, Chang K, Malave VL, et al. (2008) Predicting human brain activity associated with the meanings of nouns. Science 320: 1191-1195.
42. Hand DJ, Yu K, (2001) Idiot's Bayes-not so stupid after all? Int Stat Rev 69: 385-398.
43. Damarla SR, Just MA (2013) Decoding the representation of numerical values from brain activation patterns. Hum Brain Mapp. In press.
44. Lerner JS, Tiedens LZ, (2006) Portrait of the angry decision maker: How appraisal tendencies shape anger's influence on cognition. J Behav Decis Mak 19: 115-137.
45. Harmon-Jones E, (2003) Clarifying the emotive functions of asymmetrical frontal cortical activity. Psychophysiology 40: 838-848.
46. Harmon-Jones E, Harmon-Jones C, Abramson L, Peterson CK, (2009) PANAS Positive activation is associated with anger. Emotion 9: 183-196.
47. Ekman P, (1992) An argument for basic emotions. Cogn Emot 6: 169-200.
48. Kaiser HF, (1960) The application of electronic computers to factor analysis. Educ Psychol Meas 20: 141-151.
49. Horn JL, (1965) A rationale and test for the number of factors in factor analysis. Psychometrika 32: 179-185.
50. Blair KS, Smith BW, Mitchell DGV, Morton J, Vythilingam M, et al. (2007) Modulation of emotion by cognition and cognition by emotion. Neuroimage 35: 430-440.
51. Beauregard M, Levesque J, Bourgouin P, (2001) Neural correlates of conscious self-regulation of emotion. J Neurosci 21: 6993-7000.
52. Bechara A, Damasio H, Tranel D, Damasio AR, (1997) Deciding advantageously before knowing the advantageous strategy. Science 275: 1293-1295.
53. Rangel A, Camerer C, Montague PR, (2008) A framework for studying the neurobiology of value-based decision making. Nat. Rev. Neurosci. 9: 545-556.
54. Rule RR, Shimamura AP, Knight RT, (2002) Orbitofrontal cortex and dynamic filtering of emotional stimuli. Cogn Affect Behav Neurosci 2: 264-270.
55. Mitchell JP, (2008) Contributions of functional neuroimaging to the study of social cognition. Curr Dir Psychol Sci 17: 142-146.
56. Kanwisher N, McDermott J, Chun MM, (1997) The fusiform face area: A module in human extrastriate cortex specialized for face perception. J. Neurosci. 17: 4302-4311.
57. Mouras H, Stoleru S, Bittoun J, Glutron D, Pelegrini-Issac M, et al. (2003) Brain processing of visual sexual stimuli in healthy men: A functional magnetic resonance imaging study. Neuroimage 20: 855-869.
58. Lindquist KA, Barrett LF, (2012) A functional architecture of the human brain: Emerging insights from the science of emotion. Trends Cogn. Sci. (Regul. Ed.) 16: 533-540.
59. Russell J, (2003) Core affect and the psychological construction of emotion. Psychol Rev 110: 145-172.
60. Lang PJ, (1995) The emotion probe: Studies of motivation and attention. Am Psychol 50: 372.
61. Loewenstein G, (2007) Defining Affect (Commentary on Klaus Scherer's "What is an Emotion?".) Semiotica 46(3): 405-410.
62. Robinson MD, Clore GL, (2002) Belief and feeling: Evidence for an accessibility model of emotional self-report. Psychol Bull 128: 934-960.
63. Winkielman P, Berridge KC, (2004) Unconscious emotion. Curr Dir Psychol Sci 13: 120-123.
64. LeDoux JE (1996) The emotional brain: The mysterious underpinnings of emotional life. New York: Simon and Schuster.
65. Larsen JT, Berntson GG, Poehlmann KM, Ito TA, Cacioppo JT (2008) The psychophysiology of emotion. In: Lewis M, Haviland-Jones JM, Barrett LF, editors. The Handbook of Emotion. New York: Guilford. 180-195.
66. Levenson RW (2003) Autonomic specificity and emotion. In: Davidson RJ, Scherer KR, Goldsmith HH, editors. Handbook of Affective Sciences. New York: Oxford University Press. 212-224.
67. Ekman P, Friesen WV, (1971) Constants across cultures in the face and emotion. J Pers Soc Psychol 17: 124-129.
68. Russell JA, (1995) Facial expressions of emotion: What lies beyond minimal universality? Psychol Bull 118: 379-379.
69. LeDoux JE, (2000) Emotion circuits in the brain. Annu. Rev. Neurosci. 23: 155-184.
70. Panksepp J (1998) Affective neuroscience: The foundations of human and animal emotions. New York: Oxford University Press.
71. Mauss IB, Robinson MD, (2009) Measures of emotion: A review. Cogn Emot 23: 209-237.