226
D. Zhang
17. G.H. Golub, C.F. Van Loan, Matrix Computations (Johns Hopkins University Press, Baltimore,
1996)
18. N. Hachmeister, A. Finke, H. Ritter, Does machine-mediated interaction induce inter-brain
synchrony?—A hyperscanning study, in 36th Annual International Conference of the IEEE
Engineering in Medicine and Biology Society, Chicago, IL, USA, 26–30 August 2014
19. R. Hari, L. Henriksson, S. Malinen, L. Parkkonen, Centrality of social interaction in human
brain function. Neuron 88(1), 181–193 (2015)
20. D. Hassabis, D. Kumaran, C. Summerfield, M. Botvinick, Neuroscience-inspired artificial
intelligence. Neuron 95(2), 245–258 (2017)
21. U. Hasson, Y. Nir, I. Levy et al., Intersubject synchronization of cortical activity during natural
vision. Science 303(5664), 1634–1640 (2004)
22. U. Hasson, R. Malach, D.J. Heeger, Reliability of cortical activity during natural stimulation.
Trends. Cogn. Sci. 14(1), 40–48 (2010)
23. U. Hasson, A.A. Ghazanfar, B. Galantucci et al., Brain-to-brain coupling: a mechanism for
creating and sharing a social world. Trends. Cogn. Sci. 16(2), 114–121 (2012)
24. J.V. Haxby, A.C. Connolly, J.S. Guntupalli, Decoding neural representational spaces using
multivariate pattern analysis. Annu. Rev. Neurosci. 37(1), 435–456 (2014)
25. J.-D. Haynes, G. Rees, Decoding mental states from brain activity in humans. Nat. Rev. Neurosci. 7, 523–534 (2006)
26. J. Jahng, J.D. Kralik, D.-U. Hwang, J. Jeong, Neural dynamics of two players when using nonverbal cues to gauge intentions to cooperate during the Prisoner’s Dilemma Game. NeuroImage
157, 263–274 (2017)
27. D.-Y. Kang, J. Kim, Y.-S. Shin et al., Coherent neural responses of human populations during
watching movie, in 14th International Conference on Control, Automation and Systems, Seoul,
South Korea, 22–25 October 2014
28. A.Y. Kaplan, A.A. Fingelkurts, A.A. Fingelkurts et al., Nonstationary nature of the brain activity
as revealed by EEG/MEG: methodological, practical and conceptual challenges. Sig. Process.
85(11), 2190–2212 (2005)
29. M. Kawasaki, Y. Yamada, Y. Ushiku et al., Inter-brain synchronization during coordination of
speech rhythm in human-to-human social interaction. Sci. Rep. 3, 1692 (2013)
30. J.J. Ki, S.P. Kelly, L.C. Parra, Attention strongly modulates reliability of neural responses to
naturalistic narrative stimuli. J. Neurosci. 36(10), 3092–3101 (2016)
31. B. King-Casas, D. Tomlin, C. Anen et al., Getting to know you: reputation and trust in a
two-person economic exchange. Science 308(5718), 78–83 (2005)
32. T. Koike, H.C. Tanabe, N. Sadato, Hyperscanning neuroimaging technique to reveal the “twoin-one” system in social interactions. Neurosci. Res. 90, 25–32 (2015)
33. I. Konvalinka, A. Roepstorff, The two-brain approach: how can mutually interacting brains
teach us something about social interaction? Front. Hum. Neurosci. 6, 215 (2012)
34. I. Konvalinka, M. Bauer, C. Stahlhut et al., Frontal alpha oscillations distinguish leaders from
followers: multivariate decoding of mutually interacting brains. NeuroImage 94, 79–88 (2014)
35. A.K. Kuhlen, C. Allefeld, J.-D. Haynes, Content-specific coordination of listeners’ to speakers’
EEG during communication. Front. Hum. Neurosci. 6, 266 (2012)
36. S. Lemm, B. Blankertz, T. Dickhaus, K.-R. Müller, Introduction to machine learning for brain
imaging. NeuroImage 56(2), 387–399 (2011)
37. M.D. Lieberman, Social cognitive neuroscience: a review of core processes. Annu. Rev. Psychol. 58, 259–289 (2007)
38. T. Liu, M. Pelowski, A new research trend in social neuroscience: Towards an interactive-brain
neuroscience. PsyCh J. 3(3), 177–188 (2014)
39. P.R. Montague, G.S. Berns, J.D. Cohen et al., Hyperscanning: simultaneous fMRI during linked
social interactions. NeuroImage 16(4), 1159–1164 (2002)
40. S. Motamedi-Fakhr, M. Moshrefi-Torbati, M. Hill et al., Signal processing techniques applied
to human sleep EEG signals—a review. Biomed. Signal Process. Control 10, 21–33 (2014)
41. V. Müller, J. Sänger, U. Lindenberger, Intra-and inter-brain synchronization during musical
improvisation on the guitar. PLoS ONE 8(9), e73852 (2013)
D. Zhang
17. G.H. Golub, C.F. Van Loan, Matrix Computations (Johns Hopkins University Press, Baltimore,
1996)
18. N. Hachmeister, A. Finke, H. Ritter, Does machine-mediated interaction induce inter-brain
synchrony?—A hyperscanning study, in 36th Annual International Conference of the IEEE
Engineering in Medicine and Biology Society, Chicago, IL, USA, 26–30 August 2014
19. R. Hari, L. Henriksson, S. Malinen, L. Parkkonen, Centrality of social interaction in human
brain function. Neuron 88(1), 181–193 (2015)
20. D. Hassabis, D. Kumaran, C. Summerfield, M. Botvinick, Neuroscience-inspired artificial
intelligence. Neuron 95(2), 245–258 (2017)
21. U. Hasson, Y. Nir, I. Levy et al., Intersubject synchronization of cortical activity during natural
vision. Science 303(5664), 1634–1640 (2004)
22. U. Hasson, R. Malach, D.J. Heeger, Reliability of cortical activity during natural stimulation.
Trends. Cogn. Sci. 14(1), 40–48 (2010)
23. U. Hasson, A.A. Ghazanfar, B. Galantucci et al., Brain-to-brain coupling: a mechanism for
creating and sharing a social world. Trends. Cogn. Sci. 16(2), 114–121 (2012)
24. J.V. Haxby, A.C. Connolly, J.S. Guntupalli, Decoding neural representational spaces using
multivariate pattern analysis. Annu. Rev. Neurosci. 37(1), 435–456 (2014)
25. J.-D. Haynes, G. Rees, Decoding mental states from brain activity in humans. Nat. Rev. Neurosci. 7, 523–534 (2006)
26. J. Jahng, J.D. Kralik, D.-U. Hwang, J. Jeong, Neural dynamics of two players when using nonverbal cues to gauge intentions to cooperate during the Prisoner’s Dilemma Game. NeuroImage
157, 263–274 (2017)
27. D.-Y. Kang, J. Kim, Y.-S. Shin et al., Coherent neural responses of human populations during
watching movie, in 14th International Conference on Control, Automation and Systems, Seoul,
South Korea, 22–25 October 2014
28. A.Y. Kaplan, A.A. Fingelkurts, A.A. Fingelkurts et al., Nonstationary nature of the brain activity
as revealed by EEG/MEG: methodological, practical and conceptual challenges. Sig. Process.
85(11), 2190–2212 (2005)
29. M. Kawasaki, Y. Yamada, Y. Ushiku et al., Inter-brain synchronization during coordination of
speech rhythm in human-to-human social interaction. Sci. Rep. 3, 1692 (2013)
30. J.J. Ki, S.P. Kelly, L.C. Parra, Attention strongly modulates reliability of neural responses to
naturalistic narrative stimuli. J. Neurosci. 36(10), 3092–3101 (2016)
31. B. King-Casas, D. Tomlin, C. Anen et al., Getting to know you: reputation and trust in a
two-person economic exchange. Science 308(5718), 78–83 (2005)
32. T. Koike, H.C. Tanabe, N. Sadato, Hyperscanning neuroimaging technique to reveal the “twoin-one” system in social interactions. Neurosci. Res. 90, 25–32 (2015)
33. I. Konvalinka, A. Roepstorff, The two-brain approach: how can mutually interacting brains
teach us something about social interaction? Front. Hum. Neurosci. 6, 215 (2012)
34. I. Konvalinka, M. Bauer, C. Stahlhut et al., Frontal alpha oscillations distinguish leaders from
followers: multivariate decoding of mutually interacting brains. NeuroImage 94, 79–88 (2014)
35. A.K. Kuhlen, C. Allefeld, J.-D. Haynes, Content-specific coordination of listeners’ to speakers’
EEG during communication. Front. Hum. Neurosci. 6, 266 (2012)
36. S. Lemm, B. Blankertz, T. Dickhaus, K.-R. Müller, Introduction to machine learning for brain
imaging. NeuroImage 56(2), 387–399 (2011)
37. M.D. Lieberman, Social cognitive neuroscience: a review of core processes. Annu. Rev. Psychol. 58, 259–289 (2007)
38. T. Liu, M. Pelowski, A new research trend in social neuroscience: Towards an interactive-brain
neuroscience. PsyCh J. 3(3), 177–188 (2014)
39. P.R. Montague, G.S. Berns, J.D. Cohen et al., Hyperscanning: simultaneous fMRI during linked
social interactions. NeuroImage 16(4), 1159–1164 (2002)
40. S. Motamedi-Fakhr, M. Moshrefi-Torbati, M. Hill et al., Signal processing techniques applied
to human sleep EEG signals—a review. Biomed. Signal Process. Control 10, 21–33 (2014)
41. V. Müller, J. Sänger, U. Lindenberger, Intra-and inter-brain synchronization during musical
improvisation on the guitar. PLoS ONE 8(9), e73852 (2013)