Fisher information and temporal correlations for spiking neurons with stochastic dynamics

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

Volumn 61, Issue 4, 2000, Pages 4235-4252

  Karbowski, Jan ^a,b  

^a Boston University   (United States)

^b CENTER FOR THEORETICAL PHYSICS   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

CODES (SYMBOLS); DYNAMICS; FISHER INFORMATION MATRIX; NEURAL NETWORKS; NEURONS; STOCHASTIC SYSTEMS;

CORRELATION FUNCTION; FISHER INFORMATION; POPULATION CODING; STOCHASTIC DYNAMICS; SYNAPTIC COUPLING; SYNAPTIC DEPRESSION; SYNAPTIC DYNAMICS; TEMPORAL CORRELATIONS;

NETWORK CODING;

ANIMAL; BIOLOGICAL MODEL; BIOPHYSICS; NERVE CELL; NERVE CELL NETWORK; PHYSIOLOGY; POISSON DISTRIBUTION; STATISTICS;

ANIMALS; BIOPHYSICAL PHENOMENA; BIOPHYSICS; MODELS, NEUROLOGICAL; NERVE NET; NEURONS; POISSON DISTRIBUTION; STOCHASTIC PROCESSES;

EID: 0034172774     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.61.4235     Document Type: Article

References (47)

1. H. B. Barlow, T. P. Kaushal, and G. J. Mitchison, Neural Comput. 1, 412 (1989).
2. W. Bialek, F. Rieke, R. R. de Ruyter van Steveninck, and D. Warland, Science 252, 1854 (1991).
3. J. J. Atick, Network 3, 213 (1992).
4. H. S. Seung and H. Sompolinsky, Proc. Natl. Acad. Sci. USA 90, 10 749 (1993).
5. N. Brunel and J.-P. Nadal, Neural Comput. 10, 1731 (1998).
6. L. F. Abbott and P. Dayan, Neural Comput. 11, 91 (1999).
7. S. Panzeri, S. R. Schultz, A. Treves, and E. T. Rolls, Proc. R. Soc. London, Ser. B 266, 1001 (1999).
8. K. Zhang and T. J. Sejnowski, Neural Comput. 11, 75 (1999).
9. H. Yoon and H. Sompolinsky (unpublished).
10. A. P. Georgopoulos, A. Schwartz, and R. E. Kettner, Science 233, 1416 (1986).
11. L. M. Optican and B. J. Richmond, J. Neurophysiol. 57, 163 (1987).
12. A. P. Georgopoulos, R. E. Kettner, and A. Schwartz, J. Neurosci. 8, 2928 (1988).
13. M. A. Wilson and B. McNaughton, Science 261, 1055 (1993).
14. E. Salinas and L. F. Abbott, J. Comput. Neurosci. 1, 89 (1994).
15. K. Zhang, I. Ginzburg, B. L. McNaughton, and T. J. Sej-nowski, J. Neurophysiol. 79, 1017 (1998).
16. M. W. Oram, P. Foldiak, D. I. Perrett, and F. Sengpiel, Trends Neurosci. 21, 259 (1998).
17. R. E. Blahut, Principles and Practice of Information Theory (Addison-Wesley, Reading, MA, 1988).
18. A. Pouget, K. C. Zhang, S. Deneve, and P. E. Latham, Neural Comput. 10, 373 (1998).
19. T. J. Gawne and B. J. Richmond, J. Neurosci. 13, 2758 (1993).
20. E. Zohary, M. N. Shadlen, and W. T. Newsome, Nature (London) 370, 140 (1994).
21. E. Vaadia, I. Haalman, M. Abeles, H. Bergman, Y. Prut, H. Slovin, and A. Aertsen, Nature (London) 373, 515 (1995).
22. R. C. deCharms and M. M. Merzenich, Nature (London) 381, 610 (1996).
23. A. Riehle, S. Grun, M. Diesmann, and A. M. H. J. Aertsen, Science 278, 1950 (1997).
24. D. Lee, N. L. Port, W. Kruse, and A. P. Georgopoulos, J. Neurosci. 18, 1161 (1998).
25. Y. Dan, J. M. Alonso, W. M. Usrey, and R. C. Reid, Nature Neurosci. 1, 501 (1998).
26. H. P. Snippe and J. J. Koenderink, Biol. Cybern. 67, 183 (1992).
27. J. K. Douglass, L. Wilkens, E. Pantazelou, and F. Moss, Nature (London) 365, 337 (1993).
28. S. M. Bezrukov and I. Vodyanoy, Nature (London) 378, 362 (1995).
29. J. J. Collins, T. T. Imhoff, and P. Grigg, J. Neurophysiol. 76, 642 (1996).
30. J. E. Levin and J. P. Miller, Nature (London) 380, 165 (1996).
31. S. F. Traynelis and F. Jaramillo, Trends Neurosci. 21, 137 (1998).
32. J. J. Hopfield, Proc. Natl. Acad. Sci. USA 79, 2554 (1982).
33. D. J. Amit, H. Gutfreund, and H. Sompolinsky, Phys. Rev. A 32, 1007 (1985).
34. P. Peretto, Biol. Cybern. 50, 51 (1984).
35. A. V. M. Herz, Z. Li, and J. L. van Hemmen, Phys. Rev. Lett. 66, 1370 (1991).
36. I. Ginzburg and H. Sompolinsky, Phys. Rev. E 50, 3171 (1994).
37. H. Markram and M. Tsodyks, Nature (London) 382, 807 (1996).
38. L. F. Abbott, K. Sen, J. A. Varela, and S. B. Nelson, Science 275, 220 (1997).
39. N. G. van Kampen, Stochastic Processes in Physics and Chemistry (North-Holland, Amsterdam, 1981).
40. G. Sclar and R. Freeman, Exp. Brain Res. 46, 457 (1982).
41. M. W. Oram and D. I. Perrett, J. Neurophysiol. 68, 70 (1992).
42. R. Stein, Biophys. J. 7, 797 (1967).
43. F. Rieke, D. Warland, R. de Ruyter van Steveninck, and W. Bialek, Spikes: Exploring the Neural Code (MIT Press, Cambridge, MA, 1997).
44. M. J. Tovee, E. T. Rolls, A. Treves, and R. P. Bellis, J. Neurophysiol. 70, 640 (1993).
45. E. T. Rolls and M. J. Tovee, Proc. R. Soc. London 257, 9 (1994).
46. S. Thorpe, D. Fize, and C. Marlot, Nature (London) 381, 520 (1996).
47. C. E. Shannon and W. Weaver, The Mathematical Theory of Communication (University of Illinois Press, Urbana, IL, 1949).