Multi-modal Affect Induction for Affective Brain-Computer Interfaces

1. Aftanas, L.I., Reva, N.V., Varlamov, A.A., Pavlov, S.V., Makhnev, V.P.: Analysis of evoked eeg synchronization and desynchronization in conditions of emotional activation in humans: temporal and topographic characteristics. Neuroscience and Behavioral Physiology 34(8), 859–867 (2004)

   Article  Google Scholar 

2. Baumgartner, T., Esslen, M., Jancke, L.: From emotion perception to emotion experience: Emotions evoked by pictures and classical music. International Journal of Psychophysiology 60(1), 34–43 (2006)

   Article  Google Scholar 

3. Bradley, M.M., Lang, P.J.: Affective reactions to acoustic stimuli. Psychophysiology 37(2), 204–215 (2000)

   Article  Google Scholar 

4. Bradley, M.M., Lang, P.J.: The international affective digitized sounds (IADS-2): Affective ratings of sounds and instruction manual. Technical report, University of Florida, Center for Research in Psychophysiology, Gainesville, Fl, USA (2007)

   Google Scholar 

5. Brefczynski-Lewis, J., Lowitszch, S., Parsons, M., Lemieux, S., Puce, A.: Audiovisual non-verbal dynamic faces elicit converging fMRI and ERP responses. Brain Topography 21(3-4), 193–206 (2009)

   Article  Google Scholar 

6. Codispoti, M., Ferrari, V., Bradley, M.M.: Repetitive picture processing: autonomic and cortical correlates. Brain Research 1068(1), 213–220 (2006)

   Article  Google Scholar 

7. Ethofer, T., Van De Ville, D., Scherer, K., Vuilleumier, P.: Decoding of emotional information in voice-sensitive cortices. Current Biology 19(12), 1028–1033 (2009)

   Article  Google Scholar 

8. Grandjean, D., Sander, D., Pourtois, G., Schwartz, S., Seghier, M.L., Scherer, K., Vuilleumier, P.: The voices of wrath: brain responses to angry prosody in meaningless speech. Nature Neuroscience 8(2), 145–146 (2005)

   Article  Google Scholar 

9. Guntekin, B., Basar, E.: Emotional face expressions are differentiated with brain oscillations. International Journal of Psychophysiology 64(1), 91–100 (2007)

   Article  Google Scholar 

10. Hadjikhani, N., de Gelder, B.: Seeing fearful body expressions activates the fusiform cortex and amygdala. Current Biology 13(24), 2201–2205 (2003)

    Article  Google Scholar 

11. Hajcak, G., MacNamara, A., Olvet, D.M.: Event-related potentials, emotion, and emotion regulation: An integrative review. Developmental Neuropsychology 35(2), 129–155 (2010)

    Article  Google Scholar 

12. Hari, R., Salmelin, R., Makela, J.P., Salenius, S., Helle, M.: MEG cortical rhythms. International Journal of Psychophysiology 26, 51–62 (1997)

    Article  Google Scholar 

13. Jensen, O., Mazaheri, A.: Shaping functional architecture by oscillatory alpha activity: gating by inhibition. Frontiers in Human Neuroscience 4 (2010)

    Google Scholar 

14. Kim, J., André, E.: Emotion recognition based on physiological changes in music listening. IEEE Transactions on Pattern Analysis and Machine Intelligence 30(12), 2067–2083 (2008)

    Article  Google Scholar 

15. Kober, H., Feldman Barrett, L., 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)

    Article  Google Scholar 

16. Krause, C.M.: Cognition- and memory-related erd/ers responses in the auditory stimulus modality. Progress in brain research 159, 197–207 (2006)

    Article  Google Scholar 

17. Lang, P.J., Bradley, M.M., Cuthbert, B.N.: International affective picture system (IAPS): Technical manual and affective ratings. Technical report, University of Florida, Center for Research in Psychophysiology, Gainesville, Fl, USA (1999)

    Google Scholar 

18. Näätänena, R., Paavilainen, P., Rinne, T., Alho, K.: The mismatch negativity (MMN) in basic research of central auditory processing: A review. Clinical Neurophysiology 118(12), 2544–2590 (2007)

    Article  Google Scholar 

19. Panksepp, J., Bernatzky, G.: Emotional sounds and the brain: the neuro-affective foundations of musical appreciation. Behavioral Processes 60, 133–155 (2002)

    Article  Google Scholar 

20. Pfurtscheller, G., Lopes da Silva, F.H.: Event-related EEG/MEG synchronization and desynchronization: basic principles. Clinical Neurophysiology 110(11), 1842–1857 (1999)

    Article  Google Scholar 

21. Picard, R.W.: Affective Computing. The MIT Press, Cambridge (1997)

    Book  Google Scholar 

22. Pourtois, G., Vuilleumier, P.: Dynamics of emotional effects on spatial attention in the human visual cortex. Progress in Brain Research, vol. 156, pp. 67–91. Elsevier, Amsterdam (2006)

    Google Scholar 

23. Sabatinelli, D., Lang, P.J., Keil, A., Bradley, M.M.: Emotional perception: Correlation of functional MRI and event-related potentials. Cerebral Cortex 17(5), 1085–1091 (2007)

    Article  Google Scholar 

24. Sander, D., Grandjean, D., Scherer, K.R.: A systems approach to appraisal mechanisms in emotion. Neural Networks 18(4), 317–352 (2005)

    Article  Google Scholar 

25. Vuilleumier, P.: How brains beware: neural mechanisms of emotional attention. Trends in Cognitive Sciences 9(12), 585–594 (2005)

    Article  Google Scholar 

26. Wang, J., Nicol, T., Skoe, E., Sams, M., Kraus, N.: Emotion modulates early auditory response to speech. Journal of Cognitive Neuroscience 21(11), 2121–2128 (2009)

    Article  Google Scholar 

27. Zeng, Z., Pantic, M., Roisman, G.I., Huang, T.S.: A survey of affect recognition methods: Audio, visual, and spontaneous expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence 31(1), 39–58 (2009)

    Article  Google Scholar 

Download references