Signal integration enhances the dynamic range in neuronal systems

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

Volumn 85, Issue 4, 2012, Pages

  Gollo, Leonardo L ^a   Mirasso, Claudio ^a   Eguíluz, Víctor M ^a  

^a INSTITUTO DE FÍSICA INTERDISCIPLINAR Y SISTEMAS COMPLEJOS IFISC CSIC UIB   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BISTABLES; COLLECTIVE BEHAVIOR; DYNAMIC RANGE; EXTERNAL STIMULUS; FIRING RATES; INPUT SIGNAL; INTEGRATION TIME; MEAN FIELD APPROACH; NEURONAL SYSTEMS; NONEQUILIBRIUM PHASE TRANSITIONS; PROBABILITY OF SURVIVAL; SCALE FREE NETWORKS; SIGNAL INTEGRATION;

CONDENSED MATTER PHYSICS; PHYSICS;

INTEGRATION;

EID: 84860455282     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.85.040902     Document Type: Article

References (51)

1. V. M. Eguíluz, M. Ospeck, Y. Choe, A. J. Hudspeth, and M.O. Magnasco, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.84.5232 84, 5232 (2000);
2. S. Camalet, T.Duke, F. Jülicher, and J. Prost, Proc. Natl. Acad. Sci. USA PNASA6 0027-8424 10.1073/pnas.97.7.3183 97, 3183 (2000). (Pubitemid 30183276)
3. O. Kinouchi and M. Copelli, Nat. Phys. 1745-2473 10.1038/nphys289 2, 348 (2006). (Pubitemid 43791512)
4. W. Shew, H. Yang, T. Petermann, R. Roy, and D. Plenz, J. Neurosci. JNRSDS 0270-6474 10.1523/JNEUROSCI.3864-09.2009 29, 15595 (2009).
5. J. M. Beggs and D. Plenz, J. Neurosci. 23, 11167 (2003).
6. J. M. Beggs and D. Plenz, J. Neurosci. JNRSDS 0270-6474 10.1523/JNEUROSCI.0540-04.2004 24, 5216 (2004); (Pubitemid 38725405)
7. J. M. Beggs, Philos. Trans. R. Soc. London A PTRMAD 1364-503X 10.1098/rsta.2007.2092 366, 329 (2008);
8. D.Plenz and T. C. Thiagarajan, Trends Neurosci. TNSCDR 0166-2236 10.1016/j.tins.2007.01.005 30, 101 (2007);
9. C. Haldeman and J. M. Beggs, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.94.058101 94, 058101 (2005); (Pubitemid 40620895)
10. D. Hsu and J. Beggs, Neurocomputing NRCGEO 0925-2312 10.1016/j.neucom. 2005.12.060 69, 1134 (2006).
11. R. Legenstein and W. Maass, Neural Networks NNETEB 0893-6080 10.1016/j.neunet.2007.04.017 20, 323 (2007). (Pubitemid 46856111)
12. A. Levina, J. M. Herrmann, and T. Geisel, Nat. Phys. 1745-2473 10.1038/nphys758 3, 857 (2007).
13. J. A. Bonachela, S. de Franciscis, J. J. Torres, and M. A. Muñoz, J. Stat. Mech.: Theory Exp. 1742-5468 10.1088/1742-5468/2010/02/P02015 (2010) P02015.
14. D. Fraiman, P. Balenzuela, J. Foss, and D. R. Chialvo, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.79.061922 79, 061922 (2009).
15. D. R. Chialvo, Physica A PHYADX 0378-4371 10.1016/j.physa.2004.05.064 340, 756 (2004);
16. D. R. Chialvo, P. Balenzuela, D. Fraiman, L. M. Ricciardi, A. Buonocore, and E. Pirozzi, in Collective Dynamics: Topics on Competition and Cooperation in the Biosciences: A Selection of Papers in the Proceedings of the BIOCOMP2007 International Conference, edited by, L. M. Ricciardi, A. Buonocore, and, E. Pirozzi, AIP Conf. Proc., Vol. 1028 (AIP, Melville, NY, 2008), p. 28;
17. M. G. Kitzbichler, M. L. Smith, S. R. Christensen, and E. Bullmore, PLoS Comput. Biol. 1553-734X 10.1371/journal.pcbi.1000314 5, e1000314 (2009);
18. G. Werner, Front. Physiol. 10.3389/fphys.2010.00015 1, 15 (2010);
19. D. R. Chialvo, Nat. Phys. 1745-2473 10.1038/nphys1803 6, 744 (2010);
20. E. Tagliazucchi and D. R. Chialvo, e-print arXiv: 1103.2070 (2011).
21. L. L. Gollo, O. Kinouchi, and M. Copelli, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.85.011911 85, 011911 (2012).
22. L. L. Gollo, O. Kinouchi, and M. Copelli, PLoS Comput. Biol. 1553-734X 10.1371/journal.pcbi.1000402 5, e1000402 (2009).
23. L. S. Furtado and M. Copelli, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.73.011907 73, 011907 (2006); (Pubitemid 43256603)
24. A.-C. Wu, X.-J. Xu, and Y.-H. Wang, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.75.032901 75, 032901 (2007); (Pubitemid 46407465)
25. M. Copelli and P. R. A. Campos, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2007-00114-7 56, 273 (2007); (Pubitemid 46707718)
26. V. R. V. Assis and M. Copelli, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.77.011923 77, 011923 (2008). (Pubitemid 351205574)
27. D. B. Larremore, W. L. Shew, and J. G. Restrepo, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.106.058101 106, 058101 (2011).
28. A. Szejka, T. Mihaljev, and B. Drossel, New J. Phys. NJOPFM 1367-2630 10.1088/1367-2630/10/6/063009 10, 8 (2008).
29. Essentials of Neural Science and Behavior, edited by E. R. Kandel, J. H. Schwartz, and T. M. Jessell (Appleton & Lange, Norwalk, 1995).
30. P. S. Dodds and D. J. Watts, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.92.218701 92, 218701 (2004);
31. M. S. Granovetter, Am. J. Sociol. 0002-9602 10.1086/226707 83, 1420 (1978);
32. D. J. Watts, Proc. Natl. Acad. Sci. USA PNASA6 0027-8424 10.1073/pnas.082090499 99, 5766 (2002); (Pubitemid 34493213)
33. D. Centola, V. M. Eguíluz, and M. W. Macy, Physica A PHYADX 0378-4371 10.1016/j.physa.2006.06.018 374, 449 (2007);
34. D. Centola, Science SCIEAS 0036-8075 10.1126/science.1185231 329, 1194 (2010).
35. J. C. Magee, Nat. Rev. Neurosci. 1471-0048 10.1038/35044552 1, 181 (2000).
36. A. Reyes, Annu. Rev. Neurosci. ARNSD5 0147-006X 10.1146/annurev.neuro.24. 1.653 24, 653 (2001). (Pubitemid 32695242)
37. N. Spruston, Nat. Rev. Neurosci. 1471-0048 10.1038/nrn2286 9, 206 (2008). (Pubitemid 351272663)
38. J. M. Greenberg and S. P. Hastings, SIAM J. Appl. Math. SMJMAP 0036-1399 10.1137/0134040 34, 515 (1978).
39. R. Albert and A.-L. Barabási, Rev. Mod. Phys. RMPHAT 0034-6861 10.1103/RevModPhys.74.47 74, 47 (2002).
40. R. W. Friedrich and S. I. Korsching, Neuron NERNET 0896-6273 10.1016/S0896-6273(00)80314-1 18, 737 (1997); (Pubitemid 27232785)
41. M. Wachowiak and L. B. Cohen, Neuron NERNET 0896-6273 10.1016/S0896-6273(01)00506-2 32, 723 (2001); (Pubitemid 33145204)
42. V. Bhandawat, S. R. Olsen, N. W. Gouwens, M. L. Schlief, and R. I. Wilson, Nat. Neurosci. NANEFN 1097-6256 10.1038/nn1976 10, 1474 (2007). (Pubitemid 350014672)
43. I. Breskin, J. Soriano, E. Moses, and T. Tlusty, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.97.188102 97, 188102 (2006); (Pubitemid 44658279)
44. O. Cohen, A. Keselman, E. Moses, M. R. Martínez, J. Soriano, and T. Tlusty, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/89/18008 89, 18008 (2010).
45. A. Levina, J. M. Herrmann, and T. Geisel, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.102.118110 102, 118110 (2009).
46. D. Millman, S. Mihalas, A. Kirkwood, and E. Niebur, Nat. Phys. 1745-2473 10.1038/nphys1757 6, 801 (2010).
47. V. R. V. Assis and M. Copelli, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.80.061105 80, 061105 (2009).
48. J. M. Fuster and G. E. Alexander, Science SCIEAS 0036-8075 10.1126/science.173.3997.652 173, 652 (1971).
49. M. Steriade, A. Nuñez, and F. Amzica, J. Neurosci. 13, 3252 (1993).
50. B. N. S. Medeiros, V. Minces, G. B. Mindlin, M. Copelli, and J.R. Rios Leite, e-print arXiv: 1110.0373 (2011). International Journal of Bifurcation and Chaos (in press).
51. D. Achlioptas, R. M. D'Souza, and J. Spencer, Science SCIEAS 0036-8075 10.1126/science.1167782 323, 1453 (2009).