Information transmission and recovery in neural communications channels

Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics

Volumn 62, Issue 5, 2000, Pages 7111-7122

  Eguia, M C ^a,b   Rabinovich, M I ^a   Abarbanel, H D I ^a,c  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSIDAD DE BUENOS AIRES   (Argentina)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHAOS THEORY; LYAPUNOV METHODS; MATHEMATICAL MODELS; NEUROPHYSIOLOGY; STATISTICAL MECHANICS;

BIOLOGICAL NEURAL COMMUNICATIONS CHANNELS;

NEURAL NETWORKS;

ACTION POTENTIAL; BIOLOGICAL MODEL; INFORMATION SCIENCE; NERVE CELL NETWORK; PHYSIOLOGY; SENSORY NERVE CELL; SYNAPSE; SYNAPTIC TRANSMISSION;

ACTION POTENTIALS; INFORMATION THEORY; MODELS, NEUROLOGICAL; NERVE NET; NEURONS, AFFERENT; SYNAPSES; SYNAPTIC TRANSMISSION;

EID: 0034310664     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.62.7111     Document Type: Article

References (32)

1. H.D.I. Abarbanel, Analysis of Observed Chaotic Data (Springer, New York, 1996).
2. F. Rieke, D. Warland, and W. Bialek, R de Ruyter van Steveninck, Spikes: Exploring the Neural Code (MIT Press, Cambridge, 1997).
3. D.M. MacKay and W.S. McCulloch, Bull. Math. Biophys. 14, 127 (1952).
4. R.B. Stein, Biophys. J. 7, 797 (1967).
5. R. Eckhorn and B. Pöpel, Kybernetik 16, 191 (1974).
6. A. Borst and F. Theunissen, Nat. Neurosci. 2, 947 (1999).
7. F. Theunissen, J. Cooper Roddey, S. Stufflebeam, H. Clague, and J.P. Miller, J. Neurophysiol. 75, 1345 (1996).
8. G.T. Buracas, A.M. Zador, M.R. DeWeese, and T.D. Albright, Neuron 20, 959 (1998).
9. R. Wessel, C. Koch, and F. Gabbiani, J. Neurophysiol. 75, 2280 (1996).
10. J.J. Eggermont, Neurosci. Biobehav Rev. 22, 355 (1998).
11. E.D. Adrian, J. Physiol. (London) 61, 49 (1926).
12. Z.F. Mainen and T.J. Sejnowski, Science 268, 1503 (1995).
13. J.J. Hopfield, Nature (London) 376, 33 (1995).
14. J.E. Lisman, Trends Neurosci. 20, 38 (1997).
15. S.P. Strong, R. Koberle, R. de Ruyter van Steveninck, and W. Bialek, Phys. Rev. Lett. 80, 197 (1998).
16. M. La Rosa, M.I. Rabinovich, R. Huerta, H.D.I. Abarbanel, and L. Fortuna, Phys. Lett. A 266, 88 (2000).
17. A.N. Kolmogorov, IRE Trans. Inf. Theory 2, 102 (1956).
18. C.E. Shannon and W. Weaver, The Mathematical Theory of Communication (Univ. of Illinois Press, Urbana, 1949).
19. J.L. Hindmarsh and R.M. Rose, Proc. R. Soc. London, Ser. B 221, 87 (1984)
20. Proc. R. Soc. London, Ser. BR.M. Rose and J.L. Hindmarsh, 225, 161 (1985).
21. R.D. Pinto, P. Varona, A.R. Volkovskii, A. Szücs, H.D.I. Abarbanel, and M.I. Rabinovich, Phys. Rev. E 62, 2644 (2000).
22. J.C. Alexander, E.J. Doedel, and H.G. Otmer, SIAM (Soc. Ind. Appl. Math.) J. Appl. Math. 50, 1373 (1990).
23. A. Destexhe, Z.F. Mainen, and T.J. Sejnowski, Neural Comput. 6, 14 (1994).
24. S. Panzeri and A. Treves, Network 7, 87 (1996).
25. M.S. Roulston, Physica D 125, 285 (1999).
26. A.S. Pikovsky and J. Kurths, Phys. Rev. Lett. 78, 775 (1997).
27. A. Bulsara and A. Zador, Phys. Rev. E 54, R2185 (1996).
28. C. Heneghan, C.C. Chow, J.J. Collins, T.T. Imhoff, S.B. Lowen, and M.C. Teich, Phys. Rev. E 54, R2228 (1996).
29. M.I. Rabinovich, R. Huerta, A. Volkovskii, H.D.I. Abarabanel, and G. Laurent, “Sensory coding with dynamically competitive networks.” Available at http://arXiv.org/abs/neuro-sys/9905002v2 (1999).
30. T. Schreiber, “Measuring information transfer.” Available at http://arXiv.org/abs/nlin/0001042 (2000).
31. S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996).
32. On an intuitive level, the role of excitability of the neurons in information processing in the nervous system was discussed at the beginning of the 1970s in W. Güttinger, Int. J. Neurosci. 3, 61 (1972).