A new research trend in social neuroscience: Towards an interactive-brain neuroscience

PsyCh Journal

Volumn 3, Issue 3, 2014, Pages 177-188

  Liu, Tao ^a   Pelowski, Matthew ^a,b  

^a NAGOYA UNIVERSITY   (Japan)

^b UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

Electroencephalography (EEG); Game; Hyperscanning; Interactive brain; Near infrared spectroscopy (NIRS); Social neuroscience; Transfer entropy

Indexed keywords

EID: 84938531363     PISSN: 20460252     EISSN: 20460260     Source Type: Journal    
DOI: 10.1002/pchj.56     Document Type: Article

References (65)

1. Adolphs, R. (2003). Cognitive neuroscience of human social behaviour. Nature Reviews. Neuroscience, 4, 165-178. doi:10.1038/nrn1056
2. Anders, S., Heinzle, J., Weiskopf, N., Ethofer, T., & Haynes, J.-D. (2011). Flow of affective information between communicating brains. NeuroImage, 54, 439-446. doi:10.1016/j.neuroimage.2010.07.004
3. Astolfi, L., Toppi, J., De Vico Fallani, F., Vecchiato, G., Cincotti, F., Wilke, C., ... Babiloni, F. (2011). Imaging the social brain by simultaneous hyperscanning during subject interaction. IEEE Intelligent Systems, 26, 38-45. doi:10.1109/MIS.2011.61
4. Astolfi, L., Toppi, J., De Vico Fallani, F., Vecchiato, G., Salinari, S., Mattia, D., ... Babiloni, F. (2010). Neuroelectrical hyperscanning measures simultaneous brain activity in humans. Brain Topography, 23, 243-256. doi:10.1007/s10548-010-0147-9
5. Babiloni, F., & Astolfi, L. (2012). Social neuroscience and hyperscanning techniques: Past, present and future. Neuroscience & Biobehavioral Reviews. Advance online publication. doi:10.1016/j.neubiorev.2012.07.006
6. Babiloni, C., Buffo, P., Vecchio, F., Marzano, N., Del Percio, C., Spada, D., ... Perani, D. (2012). Brains "in concert": Frontal oscillatory alpha rhythms and empathy in professional musicians. NeuroImage, 60, 105-116. doi:10.1016/j.neuroimage.2011.12.008
7. Babiloni, F., Cincotti, F., Mattia, D., Mattiocco, M., De Vico Fallani, F., Tocci, A., ... Astolfi, L. (2006). Hypermethods for EEG hyperscanning. Engineering in Medicine and Biology Society (EMBS), 2006 Annual International Conference of the IEEE, 3666-3669. doi:10.1109/IEMBS.2006.260754
8. Babiloni, C., Vecchio, F., Infarinato, F., Buffo, P., Marzano, N., Spada, D., ... Perani, D. (2011). Simultaneous recording of electroencephalographic data in musicians playing in ensemble. Cortex, 47, 1082-1090. doi:10.1016/j.cortex.2011.05.006
9. Baccalá, L. A., & Sameshima, K. (2001). Partial directed coherence: A new concept in neural structure determination. Biological Cybernetics, 84, 463-474. doi:10.1007/PL00007990
10. Boas, D. A., Elwell, C. E., Ferrari, M., & Taga, G. (2014). Twenty years of functional near-infrared spectroscopy: Introduction for the special issue. NeuroImage, 85, 1-5. doi:10.1016/j.neuroimage.2013.11.033
11. Buehlmann, A., & Deco, G. (2010). Optimal information transfer in the cortex through synchronization. PLoS Computational Biology, 6, e1000934. doi:10.1371/journal.pcbi.1000934
12. Cacioppo, J. T., & Decety, J. (2011). Social neuroscience: Challenges and opportunities in the study of complex behavior. Annals of the New York Academy of Sciences, 1224, 162-173. doi:10.1111/j.1749-6632.2010.05858.x
13. Corbetta, M. (2012). Functional connectivity and neurological recovery. Developmental Psychobiology, 54, 239-253. doi:10.1002/dev.20507
14. Cozolino, L. (2006). The neuroscience of human relationships: Attachment and the developing social brain. New York: Norton.
15. Cui, X., Bryant, D. M., & Reiss, A. L. (2012). NIRS-based hyperscanning reveals increased interpersonal coherence in superior frontal cortex during cooperation. NeuroImage, 59, 2430-2437. doi:10.1016/j.neuroimage.2011.09.003
16. De Vico Fallani, F., Nicosia, V., Sinatra, R., Astolfi, L., Cincotti, F., Mattia, D., ... Babiloni, F. (2010). Defecting or not defecting: How to "read" human behavior during cooperative games by EEG measurements. PLoS ONE, 5, e14187. doi:10.1371/journal.pone.0014187
17. Dommer, L., Jäger, N., Scholkmann, F., Wolf, M., & Holper, L. (2012). Between-brain coherence during joint n-back task performance: A two-person functional near-infrared spectroscopy study. Behavioural Brain Research, 234, 212-222. doi:10.1016/j.bbr.2012.06.024
18. Duan, L., Liu, W.-J., Dai, R.-N., Li, R., Lu, C.-M., Huang, Y.-X., & Zhu, C.-Z. (2013). Cross-brain neurofeedback: Scientific concept and experimental platform. PloS ONE, 85, e64590. doi:10.1371/journal.pone.0064590
19. Dumas, G., Lachat, F., Martinerie, J., Nadel, J., & George, N. (2011). From social behaviour to brain synchronization: Review and perspectives in hyperscanning. IRBM, 32, 48-53. doi:10.1016/j.irbm.2011.01.002
20. Funane, T., Kiguchi, M., Atsumori, H., Sato, H., Kubota, K., & Koizumi, H. (2011). Synchronous activity of two people's prefrontal cortices during a cooperative task measured by simultaneous near-infrared spectroscopy. Journal of Biomedical Optics, 16, 077011. doi:10.1117/1.3602853
21. Garofalo, M., Nieus, T., Massobrio, P., & Martinoia, S. (2009). Evaluation of the performance of information theory-based methods and cross-correlation to estimate the functional connectivity in cortical networks. PLoS ONE, 4, e6482. doi:10.1371/journal.pone.0006482
22. Goleman, D. (2006). Social intelligence: The new science of human relationships. New York: Bantam.
23. Hari, R., Himberg, T., Nummenmaa, L., Hämäläinen, M., & Parkkonen, L. (2013). Synchrony of brains and bodies during implicit interpersonal interaction. Trends in Cognitive Sciences, 17, 105-106. doi:10.1016/j.tics.2013.01.003
24. Hari, R., & Kujala, M. V. (2009). Brain basis of human social interaction: From concepts to brain imaging. Physiological Reviews, 89, 453-479. doi:10.1152/physrev.00041.2007
25. Hasson, U., Ghazanfar, A. A., Galantucci, B., Garrod, S., & Keysers, C. (2012). Brain-to-brain coupling: A mechanism for creating and sharing a social world. Trends in Cognitive Sciences, 16, 114-121. doi:10.1016/j.tics.2011.12.007
26. Hasson, U., & Honey, C. J. (2012). Future trends in neuroimaging: Neural processes as expressed within real-life contexts. NeuroImage, 62, 1272-1278. doi:10.1016/j.neuroimage.2012.02.004
27. Holper, L., Scholkmann, F., & Wolf, M. (2012). Between-brain connectivity during imitation measured by fNIRS. NeuroImage, 63, 212-222. doi:10.1016/j.neuroimage.2012.06.028
28. Huster, R. J., Debener, S., Eichele, T., & Herrmann, C. S. (2012). Methods for simultaneous EEG-fMRI: An introductory review. The Journal of Neuroscience, 32, 6053-6060. doi:10.1523/JNEUROSCI.0447-12.2012
29. Ito, S., Hansen, M. E., Heiland, R., Lumsdaine, A., Litke, A. M., & Beggs, J. M. (2011). Extending transfer entropy improves identification of effective connectivity in a spiking cortical network model. PLoS ONE, 6, e27431. doi:10.1371/journal.pone.0027431
30. Jääskeläinen, I. P., Koskentalo, K., Balk, M. H., Autti, T., Kauramäki, J., Pomren, C., & Sams, M. (2008). Inter-subject synchronization of prefrontal cortex hemodynamic activity during natural viewing. The Open Neuroimaging Journal, 2, 14-19. doi:10.2174/1874440000802010014
31. Jiang, J., Dai, B., Peng, D., Zhu, C., Liu, L., & Lu, C. (2012). Neural synchronization during face-to-face communication. The Journal of Neuroscience, 32, 16064-16069. doi:10.1523/JNEUROSCI.2926-12.2012
32. Johnson, D. W., & Johnson, R. T. (2005). New developments in social interdependence theory. Genetic, Social, and General Psychology Monographs, 131, 285-358. doi:10.3200/MONO.131.4.285-358
33. Kawasaki, M., Yamada, Y., Ushiku, Y., Miyauchi, E., & Yamaguchi, Y. (2013). Inter-brain synchronization during coordination of speech rhythm in human-to-human social interaction. Scientific Reports, 3, 1692. doi:10.1038/srep01692
34. King-Casas, B., Tomlin, D., Anen, C., Camerer, C. F., Quartz, S. R., & Montague, P. R. (2005). Getting to know you: Reputation and trust in a two-person economic exchange. Science, 308, 78-83. doi:10.1126/science.1108062
35. Konvalinka, I., & Roepstorff, A. (2012). The two-brain approach: How can mutually interacting brains teach us something about social interaction? Frontiers in Human Neuroscience, 6, 215. doi:10.3389/fnhum.2012.00215
36. Lachaux, J.-P., Rodriguez, E., Martinerie, J., & Varela, F. J. (1999). Measuring phase synchrony in brain signals. Human Brain Mapping, 8, 194-208. doi:10.1002/(SICI)1097-0193(1999)8:4<194::AID-HBM4>3.0.CO;2-C
37. Lee, R. F., Dai, W., & Jones, J. (2012). Decoupled circular-polarized dual-head volume coil pair for studying two interacting human brains with dyadic fMRI. Magnetic Resonance in Medicine, 68, 1087-1096. doi:10.1002/mrm.23313
38. Lieberman, M. D. (2010). Social cognitive neuroscience. In S. T. Fiske, D. T. Gilbert, & G. Lindzey (Eds.), Handbook of social psychology (5th ed., Vol. 1, pp. 143-193). Hoboken, NJ: John Wiley & Sons.
39. Lindner, M., Vicente, R., Priesemann, V., & Wibral, M. (2011). TRENTOOL: A Matlab open source toolbox to analyse information flow in time series data with transfer entropy. BMC Neuroscience, 12, 119. doi:10.1186/1471-2202-12-119
40. Liu, T., Saito, H., & Oi, M. (2012a). Brain-to-brain communication during social interaction: A near-infrared spectroscopy study. Proceedings of the 14th International Conference on the Processing East Asian Languages, 71.
41. Liu, T., Saito, H., & Oi, M. (2012b). Distinctive activation patterns under intrinsically versus extrinsically driven cognitive loads in prefrontal cortex: A near-infrared spectroscopy study using a driving video game. Neuroscience Letters, 506, 220-224. doi:10.1016/j.neulet.2011.11.009
42. Liu, T., Saito, H., & Oi, M. (2013). Inter-brain synchronization in the right inferior frontal gyrus during cooperation: A near-infrared spectroscopy study. Proceedings of the Japanese Society for Cognitive Psychology, 11, 7.
43. Liu, T., Saito, H., Oi, M., & Pelowski, M. (2012a). Appraisal of a copresent observer as supportive activates the left inferior parietal lobule: A near-infrared spectroscopy study using a driving video game. NeuroReport, 23, 835-839. doi:10.1097/WNR.0b013e328357bb3b
44. Liu, T., Saito, H., Oi, M., & Pelowski, M. (2012b). Easing and rising of tension from presence of others in player-observer turn-taking in a driving video game: A near-infrared spectroscopy study. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of 34th Annual Conference of the Cognitive Science Society (pp. 1924-1929). Austin, TX: Cognitive Science Society.
45. Liu, T., Saito, H., Oi, M., Pelowski, M., Meng, S., & Palacios, V. A. (2013). The presence of a friend reduces a performer's prefrontal activation: A near-infrared spectroscopy study using a driving video game. Proceedings of the 30th Japanese Cognitive Science Society Annual Meeting, 99-107.
46. Lungarella, M., Pegors, T., Bulwinkle, D., & Sporns, O. (2005). Methods for quantifying the informational structure of sensory and motor data. Neuroinformatics, 3, 243-262. doi:10.1385/NI:3:3:243
47. Lungarella, M., & Sporns, O. (2006). Mapping information flow in sensorimotor networks. PLoS Computational Biology, 2, e144. doi:10.1371/journal.pcbi.0020144
48. Luo, Y. J., Gu, R. L., Chen, H., & Huang, M. (2008). Progress in research on social cognitive neuroscience. Advances in Psychological Science, 163, 430-434.
49. Matsuda, G., & Hiraki, K. (2006). Sustained decrease in oxygenated hemoglobin during video games in the dorsal prefrontal cortex: A NIRS study of children. NeuroImage, 29, 706-711. doi:10.1016/j.neuroimage.2005.08.019
50. Michel, C. M., & Murray, M. M. (2012). Towards the utilization of EEG as a brain imaging tool. NeuroImage, 61, 371-385. doi:10.1016/j.neuroimage.2011.12.039
51. Montague, P. R., Berns, G. S., Cohen, J. D., McClure, S. M., Pagnoni, G., Dhamala, M., ... Fisher, R. E. (2002). Hyperscanning: Simultaneous fMRI during linked social interactions. NeuroImage, 16, 1159-1164. doi:10.1006/nimg.2002.1150
52. Naeem, M., Prasad, G., Watson, D. R., & Kelso, J. A. S. (2012). Electrophysiological signatures of intentional social coordination in the 10-12Hz range. NeuroImage, 59, 1795-1803. doi:10.1016/j.neuroimage.2011.08.010
53. Narayan, D. (1999). Bonds and bridges: Social capital and poverty. Washington, DC: The World Bank.
54. Ochsner, K. N., & Lieberman, M. D. (2001). The emergence of social cognitive neuroscience. American Psychologist, 56, 717-734. doi:10.1037/0003-066X.56.9.717
55. Piper, S. K., Krueger, A., Koch, S. P., Mehnert, J., Habermehl, C., Steinbrink, J., ... Schmitz, C. H. (2014). A wearable multi-channel fNIRS system for brain imaging in freely moving subjects. NeuroImage, 85, 64-71. doi:10.1016/j.neuroimage.2013.06.062
56. Roebroeck, A., Formisano, E., & Goebel, R. (2005). Mapping directed influence over the brain using Granger causality and fMRI. NeuroImage, 25, 230-242. doi:10.1016/j.neuroimage.2004.11.017
57. Saito, D. N., Tanabe, H. C., Izuma, K., Hayashi, M. J., Morito, Y., Komeda, H., ... Sadato, N. (2010). "Stay tuned": Inter-individual neural synchronization during mutual gaze and joint attention. Frontiers in Integrative Neuroscience, 4, 127. doi:10.3389/fnint.2010.00127
58. Schilbach, L., Timmermans, B., Reddy, V., Costall, A., Bente, G., Schlicht, T., & Vogeley, K. (2013). Toward a second-person neuroscience. Behavioral and Brain Sciences, 36, 393-414. doi:10.1017/S0140525X12000660
59. Schippers, M. B., Roebroeck, A., Renken, R., Nanetti, L., & Keysers, C. (2010). Mapping the information flow from one brain to another during gestural communication. PNAS, 107, 9388-9393. doi:10.1073/pnas.1001791107
60. Scholkmann, F., Kleiser, S., Metz, A. J., Zimmermann, R., Mata Pavia, J., Wolf, U., & Wolf, M. (2014). A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology. NeuroImage, 85, 6-27. doi:10.1016/j.neuroimage.2013.05.004
61. Schreiber, T. (2000). Measuring information transfer. Physical Review Letters, 85, 461-464. doi:10.1103/PhysRevLett.85.461
62. Stephens, G. J., Silbert, L. J., & Hasson, U. (2010). Speaker-listener neural coupling underlies successful communication. PNAS, 107, 14425-14430. doi:10.1073/pnas.1008662107
63. Torrence, C., & Compo, G. P. (1998). A practical guide to wavelet analysis. Bulletin of the American Meteorological Society, 79, 61-78. doi:10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2
64. Vicente, R., Wibral, M., Lindner, M., & Pipa, G. (2011). Transfer entropy-a model-free measure of effective connectivity for the neurosciences. Journal of Computational Neuroscience, 30, 45-67. doi:10.1007/s10827-010-0262-3
65. Yun, K., Watanabe, K., & Shimojo, S. (2012). Interpersonal body and neural synchronization as a marker of implicit social interaction. Scientific Reports, 2, 959. doi:10.1038/srep00959