Abstract
Understanding the neurophysiology of emotions, the neuronal structures involved in the processing of emotional information and the circuits by which they act, is key to design applications in the field of affective neuroscience, both to advance in new treatments and in applications of brain-computer interactions. With this objective, we have carried out a study of cortical asymmetries based on the spectral power and differential entropy (DE) of the electroencephalographic signal of 24 subjects stimulated with videos of positive and negative emotional content. The results have shown different interhemispheric asymmetries throughout the cortex, presenting opposite patterns for both emotional categories. In addition, increased activity has also been observed in the right hemisphere and in anterior cortical regions during emotion processing. These preliminary results are encouraging for elucidating the neuronal circuits of the emotional brain.
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References
Compton, R.J., et al.: Paying attention to emotion: an fMRI investigation of cognitive and emotional Stroop tasks. Cogn. Affect. Behav. Neurosci. 3(2), 81–96 (2003)
Schupp, H.T., Stockburger, J., Codispoti, M., Junghofer, M., Weike, A.I., Hamm, A.O.: Selective visual attention to emotion. J. Neurosci. 27(5), 1082–1089 (2007)
Schwarz, N.: Emotion, cognition, and decision making. Cogn. Emot. 14, 433–440 (2000)
Ekman, P.: Expression and the nature of emotion. Approaches Emot. 3, 19–344 (1984)
Panksepp, J.A.: A critical role for affective neuroscience in resolving what is basic about emotions. Psychol. Rev. 99, 554–560 (1992)
Picard, R.W., Vyzas, E., Healey, J.: Toward machine emotional intelligence: analysis of affective and physiological state. IEEE Trans. Pattern Anal. Mach. Intell. 23(10), 1175–1191 (2001)
Nijboer, F., Morin, F.O., Carmien, S.P., Koene, R.A., Leon, E., Hoffmann, U.: Affective braincomputer interfaces: psychophysiological markers of emotion in healthy persons and in persons with amyotrophic lateral sclerosis. In: Proceedings of 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009 (2009)
Mauss, I.B., Robinson, M.D.: Measures of emotion: a review. Cogn. Emot. 23(2), 209–237 (2009)
Kober, H., Barrett, L.F., Joseph, J., Bliss-Moreau, E., Lindquist, K., Wager, T.D.: Functional grouping and cortical-subcortical interactions in emotion: a meta-analysis of neuroimaging studies. Neuroimage 42(2), 998–1031 (2008)
Kleinginna, P.R., Kleinginna, A.M.: A categorized list of motivation definitions, with a suggestion for a consensual definition. Trends Cogn. Sci. 16(11), 533–540 (2012)
Lindquist, K.A., Barrett, L.F.: A functional architecture of the human brain: emerging insights from the science of emotion. Motiv. Emot. 5(3), 263–291 (1981)
Dalgleish, T.: The emotional brain. Nat. Rev. Neurosci. 5, 283–289 (2004)
Scherer, K.R.: What are emotions? And how can they be measured? Soc. Sci. Inf. 44(4), 695–729 (2005)
Ekman, P., Levenson, R.W., Friesen, W.V.: Autonomic nervous system activity distinguishes among emotions. Science 221(4616), 1208–1210 (1983)
Panksepp, J.: Emotions as natural kinds within the mammalian brain. In: Handbook of Emotions, 2nd ed, pp. 137–156. Lewis & J. M. Haviland-Jones/Guilford Press, New York (2000)
Phan, K.L., Wager, T., Taylor, S.F., Liberzon, I.: Functional neuroanatomy of emotion: a metaanalysis of emotion activation studies in PET and fMRI. Neuroimage 16, 331–348 (2002)
Murphy, F.C., Nimmo-Smith, I., Lawrence, A.D.: Functional neuroanatomy of emotions: a meta-analysis. Cogn. Affect. Behav. Neurosci. 3(3), 207–233 (2003)
Russell, J.: A circumplex model of affect. J. Pers. Soc. Psychol. 39(6), 1161 (1980)
Rolls, E.T.: A theory of emotion, and its application to understanding the neural basis of emotion. Cogn. Emot. 4, 161–190 (1990)
Lang, P.J., Bradley, M.M., Cuthbert, B.N.: Emotion, motivation, and anxiety: brain mechanisms and psychophysiology. Biol. Psychiatry 44(12), 1248–1263 (1998)
Davidson, R.J., Ekman, P., Saron, C.D., Senulis, J.A., Friesen, W.V.: Approach-withdrawal and cerebral asymmetry: emotional expression and brain physiology. I. J. Pers. Soc. Psychol. 58, 330–341 (1990)
Sorinas, J., Grima, M.D., Ferrandez, J.M., Fernandez, E.: Identifying suitable brain regions and trial size segmentation for positive/negative emotion recognition. Int. J. Neural Syst. 29(2), 1–14 (2019)
Davidson, R.J.: EEG measures of cerebral asymmetry. Int. J. Neurosci. 39(1986), 71–89 (1988)
Shi, L.-C., Jiao, Y.-Y., Lu, B.-L.: Differential entropy feature for EEG-based emotion classification. In: International IEEE/EMBS Conference on Neural Engineering NER, pp. 81–84 (2013)
Sorinas, J., et al.: Setting the parameters for an accurate EEG (electroencephalography)-based emotion recognition system. In: Ferrández Vicente, J.M., Álvarez-Sánchez, J.R., de la Paz López, F., Toledo Moreo, J., Adeli, H. (eds.) IWINAC 2017. LNCS, vol. 10337, pp. 265–273. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-59740-9_26
Chatrian, G.E., Lettich, E., Nelson, P.L.: Ten percent electrode system for topographic studies of spontaneous and evoked EEG activities. Am. J. EEG Technol. 25, 83–92 (1985)
Hollander, M., Wolfe, D.A.: Nonparametric Statistical Methods. Wiley, Hoboken (1999)
Zheng, W., Zhu, J., Lu, B., Member, S.: Identifying stable patterns over time for emotion recognition from EEG. IEEE Trans. Affect Comput. (2017)
Duan, R.-N., Zhu, J.-Y., Lu, B.-L.: Differential entropy feature for EEG-based emotion classification. In: Proceedings of 6th International IEEE/EMBS Conference on Neural Engineering, pp. 81–84 (2013)
Coan, J.A., Allen, J.J.B.: Frontal EEG asymmetry as a moderator and mediator of emotion. Biol. Psychol. 67(1–2), 7–49 (2004)
Acknowledgement
This work was supported in part by the Spanish National Research Program (MAT2015-69967-C3-1), the Spanish Blind Organization (ONCE), the Seneca Foundation - Agency of Science and Technology of the Region of Murcia and the Ministry of Education of Spain (FPU grant AP2013/01842).
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Sorinas, J., Ferrández Vicente, J.M., Fernández-Jover, E. (2019). Brushstrokes of the Emotional Brain: Cortical Asymmetries for Valence Dimension. In: Ferrández Vicente, J., Álvarez-Sánchez, J., de la Paz López, F., Toledo Moreo, J., Adeli, H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science(), vol 11486. Springer, Cham. https://doi.org/10.1007/978-3-030-19591-5_24
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