Developing neuronal networks: Self-organized criticality predicts the future

Scientific Reports

Volumn 3, Issue , 2013, Pages

  Pu, Jiangbo ^a,b   Gong, Hui ^a,b   Li, Xiangning ^a,b   Luo, Qingming ^a,b  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84872728965     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep01081     Document Type: Article

References (31)

1. Garcia, N. V. D., Karayannis, T. & Fishell, G. Neuronal activity is required for the development of specific cortical interneuron subtypes. Nature 472, 351-U116 (2011).
2. Eckmann, J. P. et al. The physics of living neural networks. Phys. Rep.-Rev. Sec. Phys. Lett. 449, 54-76 (2007).
3. Johnson, H. A., Goel, A. & Buonomano, D. V. Neural dynamics of in vitro cortical networks reflects experienced temporal patterns. Nat Neurosci 13, 917-919 (2010).
4. Destexhe, A. & Contreras, D. Neuronal computations with stochastic network states. Science 314, 85-90 (2006). (Pubitemid 44547745)
5. Spitzer, N. C. Electrical activity in early neuronal development. Nature 444, 707-712 (2006). (Pubitemid 44949593)
6. Wagenaar, D. A., Pine, J. & Potter, S. M. An extremely rich repertoire of bursting patterns during the development of cortical cultures. Bmc Neurosci 7 (2006).
7. Habets, A. M., Van Dongen, A. M., Van Huizen, F. & Corner, M. A. Spontaneous neuronal firing patterns in fetal rat cortical networks during development in vitro: a quantitative analysis. Experimental brain research. Experimentelle Hirnforschung. Experimentation cerebrale 69, 43-52 (1987). (Pubitemid 18012814)
8. Plenz, D. & Thiagarajan, T. C. The organizing principles of neuronal avalanches: cell assemblies in the cortex? Trends Neurosci 30, 101-110 (2007).
9. Stewart, C. V. & Plenz, D. Homeostasis of neuronal avalanches during postnatal cortex development in vitro. J Neurosci Meth 169, 405-416 (2008).
10. Beggs, J. M. & Plenz, D.Neuronal avalanches in neocortical circuits. J Neurosci 23, 11167-11177 (2003). (Pubitemid 37548953)
11. Pasquale, V., Massobrio, P., Bologna, L. L., Chiappalone, M. &Martinoia, S. Selforganization and neuronal avalanches in networks of dissociated cortical neurons. Neuroscience 153, 1354-1369 (2008).
12. Bornholdt, S. & Rohl, T. Self-organized critical neural networks. Phys Rev E 67 (2003).
13. Chialvo, D. R. Emergent complex neural dynamics. Nat. Phys. 6, 744-750 (2010).
14. Gireesh, E. D.&Plenz, D. Neuronal avalanches organize as nested theta-and beta/gamma-oscillations during development of cortical layer 2/3. Proceedings of the National Academy of Sciences of the United States of America 105, 7576-7581 (2008). (Pubitemid 351830060)
15. Kinouchi, O. & Copelli, M. Optimal dynamical range of excitable networks at criticality. Nat. Phys. 2, 348-352 (2006). (Pubitemid 43791512)
16. Yang, H., Shew,W. L., Roy, R.& Plenz, D.Maximal variability of phase synchrony in cortical networks with neuronal avalanches. J Neurosci 32, 1061-1072 (2012).
17. Sun, Y. J. et al. Fine-tuning of pre-balanced excitation and inhibition during auditory cortical development. Nature 465, 927-931 (2010).
18. Shew, W. L., Yang, H., Yu, S., Roy, R. & Plenz, D. Information capacity and transmission are maximized in balanced cortical networks with neuronal avalanches. J Neurosci 31, 55-63 (2011).
19. Marin-Burgin, A., Mongiat, L. A., Pardi, M. B. & Schinder, A. F. Unique processing during a period of high excitation/inhibition balance in adult-born neurons. Science 335, 1238-1242 (2012).
20. Turrigiano, G. G. &Nelson, S. B. Homeostatic plasticity in the developing nervous system. Nature reviews. Neuroscience 5, 97-107 (2004). (Pubitemid 38160285)
21. Chiappalone, M., Bove, M., Vato, A., Tedesco, M. & Martinoia, S. Dissociated cortical networks show spontaneously correlated activity patterns during in vitro development. Brain Res 1093, 41-53 (2006). (Pubitemid 43949574)
22. Bettencourt, L. M., Stephens, G. J., Ham, M. I. &Gross, G. W. Functional structure of cortical neuronal networks grown in vitro. Phys Rev E 75, 021915 (2007).
23. Newman, M. E. Assortative mixing in networks. Phys Rev Lett 89, 208701 (2002).
24. Beggs, J. M. The criticality hypothesis: how local cortical networks might optimize information processing. Philos. Trans. R. Soc. A-Math. Phys. Eng. Sci. 366, 329-343 (2008).
25. Millman, D., Mihalas, S., Kirkwood, A. & Niebur, E. Self-organized criticality occurs in non-conservative neuronal networks during 'up' states. Nat. Phys. 6, 801-805 (2010).
26. Levina, A., Herrmann, J. M. & Geisel, T. Dynamical synapses causing selforganized criticality in neural networks. Nat. Phys. 3, 857-860 (2007).
27. Haldeman, C. & Beggs, J. M. Critical branching captures activity in living neural networks and maximizes the number of metastable states. Phys Rev Lett 94,(2005).
28. Rubinov, M. & Sporns, O. Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52, 1059-1069 (2010).
29. Chen, W. J. A., Li, X. N., Pu, J. B. & Luo, Q. M. Spatial-temporal dynamics of chaotic behavior in cultured hippocampal networks. Phys Rev E 81,(2010).
30. Clauset, A., Shalizi, C. R. & Newman, M. E. J. Power-Law Distributions in Empirical Data. Siam Review 51, 661-703 (2009).
31. Hurst, H. E. Long-term storage capacity of reservoirs. Trans. Amer. Soc. Civil Eng. 116, 770-808 (1951).