Network analysis of perception-action coupling in infants

Frontiers in Human Neuroscience

Volumn 8, Issue 1 APR, 2014, Pages

  Rotem Kohavi, Naama ^a   Hilderman, Courtney G E ^a   Liu, Aiping ^a   Makan, Nadia ^a   Wang, Jane Z ^a   Virji Babul, Naznin ^a,b  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

Action perception; EEG; Functional connectivity; Graph theory; Infant; Mirror neuron system; Motor experience

Indexed keywords

ADULT; ARTICLE; ELECTROENCEPHALOGRAM; FEMALE; GRAPH THEORY; HUMAN; HUMAN EXPERIMENT; INFANT; MALE; MOTOR SYSTEM; MOVEMENT PERCEPTION; NERVE CELL NETWORK; NORMAL HUMAN; QUANTITATIVE ANALYSIS; VISION;

EID: 84898765852     PISSN: 16625161     EISSN: None     Source Type: Journal    
DOI: 10.3389/fnhum.2014.00209     Document Type: Article

References (37)

1. Achard, S., and Bullmore, E. (2007). Efficiency and cost of economical brain functional networks. PLoS Comput. Biol. 3:e17. doi: 10.1371/journal.pcbi.0030017.
2. Boersma, M., Smit, D. J. A., de Bie, H. M. A., Van Baal, G. C. M., Boomsma, D. I., de Geus, E. J. C., et al. (2011). Network analysis of resting state EEG in the developing young brain: structure comes with maturation. Hum. Brain Mapp. 32, 413-425. doi: 10.1002/hbm.21030.
3. Bullmore, E., and Sporns, O. (2009). Complex brain networks: graph theoretical analysis of structural and functional systems. Nat. Rev. Neurosci. 10, 186-198. doi: 10.1038/nrn2575.
4. Calvo-Merino, B., Glaser, D. E., Grèzes, J., Passingham, R. E., and Haggard, P. (2005). Action observation and acquired motor skills: an FMRI study with expert dancers. Cereb. Cortex 15, 1243-1249. doi: 10.1093/cercor/bhi007
5. Calvo-Merino, B., Grèzes, J., Glaser, D. E., Passingham, R. E., and Haggard, P. (2006). Seeing or doing? Influence of visual and motor familiarity in action observation. Curr. Biol. 16, 1905-1910. doi: 10.1016/j.cub.2006.07.065.
6. Del Giudice, M., Manera, V., and Keysers, C. (2009). Programmed to learn? The ontogeny of mirror neurons. Dev. Sci. 12, 350-363. doi: 10.1111/j.1467-7687. 2008.00783.x
7. Fan, Y., Shi, F., Smith, J. K., Lin, W., Gilmore, J. H., and Shen, D. (2011). Brain anatomical networks in early human brain development. Neuroimage 54, 1862-1871. doi: 10.1016/j.neuroimage.2010.07.025.
8. Fransson, P., Aden, U., Blennow, M., and Lagercrantz, H. (2010). The functional architecture of the infant brain as revealed by resting-state fMRI. Cereb. Cortex 21, 145-154. doi: 10.1093/cercor/bhq071.
9. Grossmann, T., Cross, E. S., Ticini, L. F., and Daum, M. M. (2013). Action observation in the infant brain: the role of body form and motion. Soc. Neurosci. 8, 22-30. doi: 10.1080/17470919.2012.696077.
10. Grossmann, T., Striano, T., and Friederici, A. D. (2007). Developmental changes in infants' processing of happy and angry facial expressions: a neurobehavioral study. Brain Cogn. 64, 30-41. doi: 10.1016/j.bandc.2006.10.002.
11. Jola, C., Abedian-Amiri, A., Kuppuswamy, A., Pollick, F. E., and Grosbras, M.-H. (2012). Motor simulation without motor expertise: enhanced corticospinal excitability in visually experienced dance spectators. PLoS One 7:e33343. doi: 10. 1371/journal.pone.0033343.
12. Keysers, C., and Gazolla, V. (2007). Integrating simulation and theory of mind: from self to social cognition. Trends Cogn. Sci. 11, 194-196. doi: 10.1016/j.tics. 2007.02.002.
13. Khundrakpam, B. S., Reid, A., Brauer, J., Carbonell, F., Lewis, J., Ameis, S., et al. (2012). Developmental changes in organization of structural brain networks. Cereb. Cortex 23, 2072-2085. doi: 10.1093/cercor/bhs187.
14. Kilner, J. M., Friston, K. J., and Frith, C. D. (2007). Predictive coding: an account of the mirror neuron system. Cogn. Process. 8, 159-166. doi: 10.1007/s10339-007-0170-2.
15. Latora, V., and Marchioro, M. (2001). Efficient behavior of small-world networks. Phys. Rev. Lett. 87:198701. doi: 10.1103/physrevlett.87.198701.
16. Li, J., and Wang, Z. J. (2009). Controlling the false discovery rate of the association/causality structure learned with the pc algorithm. J. Mach. Learn. Res. 10, 475-514. doi: 10.1145/1577069.1577086.
17. Marshall, P. J., Young, T., and Meltzoff, A. N. (2011). Neural correlates of action observation and execution in 14-month-old infants: an event-related EEG desynchronization study. Dev. Sci. 14, 474-480. doi: 10.1111/j.1467-7687.2010. 00991.x
18. Muthukumaraswamy, S. D., Johnson, B. W., and McNair, N. A. (2004). Mu rhythm modulation during observation of an object-directed grasp. Brain Res. Cogn. Brain Res. 19, 195-201. doi: 10.1016/j.cogbrainres.2003.12.001.
19. Nagai, Y., Kawai, Y., and Asada, M. (2011). Emergence of mirror neuron system: immature vision leads to self-other correspondence. IEEE Int. Conf. Dev. Learn. 2, 1-6. doi: 10.1109/devlrn.2011.6037335.
20. Natale, E., Senna, I., Bolognini, N., Quadrelli, E., Addabbo, M., Macchi Cassia, V., et al. (2014). Predicting others' intention involves motor resonance: EMG evidence from 6- and 9-month-old infants. Dev. Cogn. Neurosci. 7, 23-29. doi: 10.1016/j.dcn.2013.10.004.
21. Newman, M. E. J. (2004). Fast algorithm for detecting community structure in networks. Phys. Rev. E Stat. Nonlin. Soft Matter Phys. 69:66133. doi: 10. 1103/physreve.69.066133.
22. Pfurtscheller, G., and Neuper, C. (1997). Motor imagery activates primary sensorimotor area in humans. Neurosci. Lett. 239, 65-68. doi: 10.1016/s0304-3940(97)00889-6.
23. Pineda, J. A. (2005). The functional significance of mu rhythms: translating "seeing" and hearing" into "doing". Brain Res. Brain Res. Rev. 50, 57-68. doi: 10. 1016/j.brainresrev.2005.04.005.
24. Rizzolatti, G., and Craighero, L. (2004). The mirror-neuron system. Annu. Rev. Neurosci. 27, 169-192. doi: 10.1146/annurev.neuro.27.070203.144230.
25. Rizzolatti, G., and Luppino, G. (2001). The cortical motor system. Neuron 31, 889-901. doi: 10.1016/s0896-6273(01)00423-8.
26. Rubinov, M., and Sporns, O. (2010). Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52, 1059-1069. doi: 10. 1016/j.neuroimage.2009.10.003.
27. Shimada, S., and Hiraki, K. (2006). Infant's brain responses to live and televised action. Neuroimage 32, 930-939. doi: 10.1016/j.neuroimage.2006.03.044.
28. Southgate, V., Johnson, M. H., Karoui, I. E., and Csibra, G. (2010). Motor system activation reveals infants' on-line prediction of others' goals. Psychol. Sci. 21, 355-359. doi: 10.1177/0956797610362058.
29. Supekar, K., Uddin, L. Q., Prater, K., Amin, H., Greicius, M. D., and Menon, V. (2010). Development of functional and structural connectivity within the default mode network in young children. Neuroimage 52, 290-301. doi: 10. 1016/j.neuroimage.2010.04.009.
30. Turati, C., Natale, E., Bolognini, N., Senna, I., Picozzi, M., Longhi, E., et al. (2013). The early development of human mirror mechanisms: evidence from electromyographic recordings at 3 and 6 months. Dev. Sci. 16, 793-800. doi: 10. 1111/desc.12066.
31. Virji-Babul, N., Rose, A., Moiseeva, N., and Makan, N. (2012). Neural correlates of action understanding in infants: influence of motor experience. Brain Behav. 2, 237-242. doi: 10.1002/brb3.50.
32. Vogel, A. C., Power, J. D., Petersen, S. E., and Schlaggar, B. L. (2010). Development of the brain's functional network architecture. Neuropsychol. Rev. 20, 362-375. doi: 10.1007/s11065-010-9145-7.
33. Warreyn, P., Ruysschaert, L., Wiersema, J. R., Handl, A., Pattyn, G., and Roey-ers, H. (2013). Infants' mu suppression during the observation of real and mimicked goal-directed actions. Dev. Sci. 16, 173-185. doi: 10.1111/desc. 12014.
34. Watts, D. J., and Strogatz, S. H. (1998). Collective dynamics of 'small-world' networks. Nature 393, 440-442. doi: 10.1038/30918.
35. Wu, J., Zhang, J., Liu, C., Liu, D., Ding, X., and Zhou, C. (2012a). Graph theoretical analysis of EEG functional connectivity during music perception. Brain Res. 1483, 71-81. doi: 10.1016/j.brainres.2012.09.014.
36. Wu, K., Taki, Y., Sato, K., Kinomura, S., Goto, R., Okada, K., et al. (2012b). Age-related changes in topological organization of structural brain networks in healthy individuals. Hum. Brain Mapp. 33, 552-568. doi: 10.1002/hbm. 21232.
37. Wu, K., Taki, Y., Sato, K., Qi, H., Kawashima, R., and Fukuda, H. (2013). A longitudinal study of structural brain network changes with normal aging. Front. Hum. Neurosci. 7:113. doi: 10.3389/fnhum.2013.00113