Effect of synaptic plasticity on the structure and dynamics of disordered networks of coupled neurons

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 86, Issue 1, 2012, Pages

  Bayati, M ^a   Valizadeh, A ^a  

^a INSTITUTE FOR ADVANCED STUDIES IN BASIC SCIENCES IASBS   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

COUPLED NEURONS; DISORDERED NETWORKS; HIGH FREQUENCY HF; INTEGRATE-AND-FIRE NEURONS; LOW FREQUENCY; OSCILLATORY FREQUENCY; PRESYNAPTIC; SPIKE-TIMING-DEPENDENT PLASTICITY; STRUCTURE AND DYNAMICS; SYNAPTIC PLASTICITY;

NEURONS; PLASTICITY;

NEURAL NETWORKS;

EID: 84864771222     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.86.011925     Document Type: Article

References (45)

1. H. Markram, J. Lübke, M. Frotscher, and B. Sakmann, Science SCIEAS 0036-8075 10.1126/science.275.5297.213 275, 213 (1997); (Pubitemid 27034762)
2. L. I. Zhang, Nature (London) NATUAS 0028-0836 10.1038/25665 395, 37 (1998); (Pubitemid 28420221)
3. G. Q. B and M.-M. Poo, J. Neurosci. 18, 10464 (1998);
4. G. Q. B and M.-M. Poo, Annu. Rev. Neurosci. ARNSD5 0147-006X 10.1146/annurev.neuro.24.1.139 24, 139 (2001); (Pubitemid 32695226)
5. J. P. Pfister and W. Gerstner, J. Neurosci. JNRSDS 0270-6474 10.1523/JNEUROSCI.1425-06.2006 26, 9673 (2006). (Pubitemid 44427706)
6. S. Song, K. D. Miller, and L. F. Abbott, Nat. Neurosci. NANEFN 1097-6256 10.1038/78829 3, 919 (2000);
7. M. C. W. van Rossum and G. G. Turrigiano, Neurocomputing NRCGEO 0925-2312 10.1016/S0925-2312(01)00360-5 38-40, 409 (2001); (Pubitemid 35276664)
8. A. Morrison, M. Diesmann, and W. Gerstner, Biol. Cybern. BICYAF 0340-1200 10.1007/s00422-008-0233-1 98, 459 (2008). (Pubitemid 351706395)
9. C. Leibold, A. Gundlfinger, R. Schmidt, K. Thurley, D. Schmitz, and R. Kempter, Proc. Natl. Acad. Sci. USA PNASA6 0027-8424 10.1073/pnas.0708711105 105, 4417 (2008); (Pubitemid 351754395)
10. S. S. Talathi, H. D. I. Abarbanel, and W. L. Ditto, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.78.031918 78, 031918 (2008);
11. T. Voegtlin, Neural Comput. NEUCEB 0899-7667 10.1162/neco.2009.02-08-708 21, 1749 (2009);
12. T. Masquelier, R. Guyonneau, and S. J. Thorpe, Neural Comput. NEUCEB 0899-7667 10.1162/neco.2008.06-08-804 21, 1259 (2008);
13. P. D'Souza, S.-C. Liu, and R. H. R. Hahnloser, Proc. Natl. Acad. Sci. USA PNASA6 0027-8424 10.1073/pnas.0909394107 107, 4722 (2009);
14. M. Gilson, A. N. Burkitt, D. B. Grayden, D. A. Thomas, and J. L. van Hemmen, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.82.021912 82, 021912 (2010).
15. R. Kempter, W. Gerstner, and J. L. van Hemmen, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.59.4498 59, 4498 (1999).
16. V. P. Zhigulin, M. I. Rabinovich, R. Huerta, and H. D. I. Abarbanel, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.67.021901 67, 021901 (2003);
17. J. Karbowski and G. B. Ermentrout, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.65.031902 65, 031902 (2002); (Pubitemid 40619146)
18. T. Nowotny, V. P. Zhigulin, A. I. Selverston, H. D. I. Abarbanel, and M. I. Rabinovich, J. Neurosci. 23, 9776 (2003).
19. J. G. Restrepo, E. Ott, and B. R. Hunt, Chaos CHAOEH 1054-1500 10.1063/1.2148388 16, 015107 (2005).
20. S. M. Park and B. J. Kim, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.74.026114 74, 026114 (2006); (Pubitemid 44273911)
21. G. Zamora-Loez, V. Zlatić, C. Zhou, H. Atefancić, and J. Kurths, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.77.016106 77, 016106 (2008).
22. G. Bianconi, N. Gulbahce, and A. E. Motter, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.100.118701 100, 118701 (2008). (Pubitemid 351457211)
23. T. Nishikawa and A. E. Motter, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.73.065106 73, 065106 (R) (2006); (Pubitemid 43980055)
24. T. Nishikawa and A. E. Motter, Physica D 0167-2789 10.1016/j.physd.2006. 09.007 224, 77 (2006). (Pubitemid 44751200)
25. J. Ito and K. Kaneko, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.88.028701 88, 028701 (2001);
26. M. Porfiri, D. J. Stilwell, and E. M. Bollt, IEEE Trans. Circuits Syst. ITCAEX 1057-7122 10.1109/TCSI.2008.925357 55, 3170 (2008);
27. I. Belykh, V. Belykh, and M. Hasler, Physica D PDNPDT 0167-2789 10.1016/j.physd.2006.09.014 224, 42 (2006). (Pubitemid 44751212)
28. M. R. Gardner and W. R. Ashby, Nature (London) NATUAS 0028-0836 10.1038/228784a0 228, 784 (1970);
29. R. M. May, Nature (London) NATUAS 0028-0836 10.1038/238413a0 238, 413 (1972).
30. P. Dayan and L. F. Abbot, Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems (MIT Press, 2001).
31. R. Albert and A.-L. Barabási, Rev. Mod. Phys. RMPHAT 0034-6861 10.1103/RevModPhys.74.47 74, 47 (2002).
32. M. Gilson, A. N. Burkitt, D. B. Grayden, D. A. Thomas, and J. L. van Hemmen, Biol. Cybern. BICYAF 0340-1200 10.1007/s00422-009-0319-4 101, 81 (2009).
33. M. Gilson, A. N. Burkitt, D. B. Grayden, D. A. Thomas, and J. L. van Hemmen, Biol. Cybern. BICYAF 0340-1200 10.1007/s00422-009-0343-4 101, 411 (2009).
34. H. Z. Shouval, S. S.-H. Wang, and G. M. Wittenberg, Front. Comput. Neurosci. 4, 19 (2010).
35. E. L. Bienenstock, L. N. Cooper, and P. W. Munro, J. Neurosci. 2, 32 (1982).
36. E. M. Izhikevich and N. S. Desai, Neural Comput. NEUCEB 0899-7667 10.1162/089976603321891783 15, 1511 (2003). (Pubitemid 37035559)
37. J. S. Haas, T. Nowotny, and H. D. I. Abarbanel, J. Neurophysiol. JONEA4 0022-3077 10.1152/jn.00551.2006 96, 3305 (2006). (Pubitemid 44837874)
38. C. A. van Vreeswijk and H. Sompolinsky, Science SCIEAS 0036-8075 10.1126/science.274.5293.1724 274, 1724 (1996). (Pubitemid 26414907)
39. W. W. Lytton and T. J. Sejnowski, J. Neurophysiol. 66, 1059 (1991);
40. X.-J. Wang and G. Buzsáki, J. Neurosci. 16, 6402 (1996).
41. C. Soto-Trevino, K. A. Thoroughman, E. Marder, and L. F. Abbott, Nat. Neurosci. NANEFN 1097-6256 10.1038/85147 4, 297 (2001). (Pubitemid 32194878)
42. C. P. Marder and D. V. Buonomano, J. Neurosci. JNRSDS 0270-6474 10.1523/JNEUROSCI.2661-04.2004 24, 8873 (2004); (Pubitemid 39362983)
43. T. P. Vogels, H. Sprekeler, F. Zenke, C. Clopath, and W. Gerstner, Science SCIEAS 0036-8075 10.1126/science.1211095 334, 1569 (2011).
44. A. L. Hodgkin and A. F. Huxley, J. Physiol. 117, 500 (1952).
45. W. Gerstner and W. M. Kistler, Spiking Neuron Models (Cambridge University Press, 2002).