Efficiency and ambiguity in an adaptive neural code (original) (raw)

References

  1. Attneave, F. Some informational aspects of visual perception. Psych. Rev. 61, 183–193 (1954).
    Article CAS Google Scholar
  2. Barlow, H. B. in Sensory Communication (ed. Rosenbluth, W. A.) 217–234 (MIT Press, Cambridge, Massachusetts, 1961).
    Google Scholar
  3. Laughlin, S. B. A simple coding procedure enhances a neuron's information capacity. Z. Naturforsch. 36c, 910–912 (1981).
    Article Google Scholar
  4. Rieke, F., Warland, D., de Ruyter van Steveninck, R. & Bialek, W. Spikes: Exploring the Neural Code (MIT Press, Cambridge, Massachusetts, 1997).
    MATH Google Scholar
  5. Berry, M. J., Warland, D. K. & Meister, M. The structure and precision of retinal spike trains. Proc. Natl Acad. Sci. USA 94, 5411–5416 (1997).
    Article ADS CAS Google Scholar
  6. Strong, S. P., Koberle, R., de Ruyter van Steveninck, R. & Bialek, W. Entropy and information in neural spike trains. Phys. Rev. Lett. 80, 197–200 (1998).
    Article ADS CAS Google Scholar
  7. Reinagel, P. & Reid, C. Temporal coding of visual information in the thalamus. J. Neurosci. 20, 5392–5400 (2000).
    Article CAS Google Scholar
  8. Smirnakis, S., Berry, M. J., Warland, D., Bialek, W. & Meister, M. Adaptation of retinal processing to image contrast and spatial scale. Nature 386, 67–73 (1997).
    Article ADS Google Scholar
  9. de Ruyter van Steveninck, R. R., Bialek, W., Potters, M., Carlson, R. H. & Lewen, G. D. in Natural and Artificial Parallel Computation: Proc. of the Fifth NEC Res. Symp. (ed. Waltz, D. L.) 21–41 (SIAM, Philadelphia, 1996).
    Google Scholar
  10. Brenner, N., Bialek, W. & de Ruyter van Steveninck, R. Adaptive rescaling maximizes information transmission. Neuron 26, 695–702 (2000).
    Article CAS Google Scholar
  11. Wainwright, M. Visual adaptation as optimal information transmission. Vision Res. 39, 3960–3974 (1999).
    Article CAS Google Scholar
  12. Francheschini, N., Riehle, A. & le Nestour, A. in Facets of Vision (eds Hardie, R. C. & Stavenga, D. G.) 360–390 (Springer, Berlin, 1989).
    Book Google Scholar
  13. Hausen, K. in Photoreception and Vision in Invertebrates (eds Ali, M.) 523–559 (Plenum, New York, 1984).
    Book Google Scholar
  14. Schilstra, C. & van Hateren, J. H. Blowfly flight and optic flow. I. Thorax kinematics and flight dynamics. J. Exp. Biol. 202, 1481–1490 (1999).
    PubMed Google Scholar
  15. Land, M. F. & Collett, T. S. Chasing behaviour of houseflies (Fannia canicularis). J. Comp. Physiol. 89, 331–357 (1974).
    Article Google Scholar
  16. Clague, H., Theunissen, F. & Miller, J. P. Effects of adaptation on neural coding by primary sensory interneurons in the cricket cercal system. J. Neurophysiol. 77, 207–220 (1997).
    Article CAS Google Scholar
  17. Fairhall, A. L., Lewen, G., Bialek, W. & de Ruyter van Steveninck, R. R. in Advances in Neural Information Processing Systems 13 (eds Leen, T. K., Dietterich, T. G. & Tresp, V.) 124–130 (MIT Press, Cambridge, Massachusetts, 2001).
    Google Scholar
  18. Thorson, J. & Biederman-Thorson, M. Distributed relaxation processes in a sensory adaptation. Science 183, 161–172 (1974).
    Article ADS CAS Google Scholar
  19. de Ruyter van Steveninck, R., Zaagman, W. H. & Mastebroek, H. A. K. Adaptation of transient responses of a movement-sensitive neuron in the visual system of the blowfly Calliphora erythrocephala. Biol. Cybern. 54, 223–226 (1986).
    Article Google Scholar
  20. Borst, A. & Egelhaaf, M. Temporal modulation of luminance adapts time constant of fly movement detectors. Biol. Cybern. 56, 209–215 (1987).
    Article Google Scholar
  21. van Hateren, J. H. Theoretical predictions of spatiotemporal receptive fields of fly LMCs, and experimental validation. J. Comp. Physiol. A 171, 157–170 (1992).
    Article Google Scholar
  22. Warland, D. Reading Between the Spikes: Real-time Processing in Neural Systems. Thesis, Univ. California at Berkeley (1991).
    Google Scholar
  23. Bialek, W., Rieke, F., de Ruyter van Steveninck, R. R. & Warland, D. Reading a neural code. Science 252, 1854–1857 (1991).
    Article ADS CAS Google Scholar
  24. Schneidman, E., Brenner, N., Tishby, N., de Ruyter van Steveninck, R. & Bialek, W. in Advances in Neural Information Processing Systems 13 (eds Leen, T. K., Dietterich, T. G. & Tresp, V.) 159–165 (MIT Press, Cambridge, Massachusetts, 2001).
    Google Scholar
  25. deWeese, M. & Zador, A. Asymmetric dynamics in optimal variance adaptation. Neural Comp. 10, 1179–1202 (1998).
    Article Google Scholar
  26. Ruderman, D. L. & Bialek, W. Statistics of natural images: scaling in the woods. Phys. Rev. Lett. 73, 814–817 (1994).
    Article ADS CAS Google Scholar
  27. Nelken, I., Rotman, Y. & Yosef, O. B. Response of auditory-cortex neurons to structural features of natural sounds. Nature 397, 154–156 (1999).
    Article ADS CAS Google Scholar
  28. Hopfield, J. J. Transforming neural computations and representing time. Proc. Natl Acad. Sci. USA 93, 15440–15444 (1996).
    Article ADS CAS Google Scholar
  29. de Ruyter van Steveninck, R. & Bialek, W. Real-time performance of a movement sensitive in the blowfly visual system: information transfer in short spike sequences. Proc. R. Soc. Lond. Ser. B 234, 379–414 (1988).
    Article ADS Google Scholar
  30. Perkel, D. & Bullock, T. H. Neural coding: a report based on an NRP work session. Neurosci. Res. Prog. Bull. 6, 3 (1968).
    Google Scholar
  31. Wang, Y. & Wang, W. D. Information coding via spontaneous oscillations in neural ensembles. Phys. Rev. E 62, 1063–1068 (2000).
    Article ADS CAS Google Scholar
  32. Toib, A., Lyakhov, V. & Marom, S. Interaction between duration of activity and time course of recovery from slow inactivation in mammalian brain Na+ channels. J. Neurosci. 18, 1893–1903 (1998).
    Article CAS Google Scholar
  33. Segundo, J. P., Moore, G. P., Stensaas, L. J. & Bullock, T. J. Sensitivity of the neurones in Aplysia to temporal pattern of arriving impulses. J. Exp. Biol. 40, 643–667 (1963).
    CAS PubMed Google Scholar
  34. Markram, H., Gupta, A., Uziel, A., Wang, Y. & Tsodyks, M. Information processing with frequency-dependent synaptic connections. Neurobiol. Learn. Mem. 70, 101–112 (1998).
    Article CAS Google Scholar
  35. Gerstner, W., Kreiter, A., Markram, H. & Herz, A. Neural codes: firing rates and beyond. Proc. Natl Acad. Sci. USA 94, 12740–12741 (1997).
    Article ADS CAS Google Scholar
  36. Meister, M. & Berry, M. J. The neural code of the retina. Neuron 22, 435–450 (1999).
    Article CAS Google Scholar
  37. Shapley, R. M. & Victor, J. D. The contrast gain control of the cat retina. Vision Res. 19, 431–434 (1979).
    Article CAS Google Scholar
  38. Brown, S. & Masland, R. Spatial scale and cellular substrate of contrast adaptation by retinal ganglion cells. Nature Neurosci. 4, 44–51 (2001).
    Article CAS Google Scholar
  39. Kim, K. J. & Rieke, F. Temporal contrast adaptation in the input and output signals of salamander retinal ganglion cells. J. Neurosci. 21, 287–299 (2001).
    Article CAS Google Scholar
  40. Carandini, M., Heeger, D. J. & Movshon, J. A. Linearity and normalization in simple cells of the macaque primary visual cortex. J. Neurosci. 17, 8621–8644 (1997).
    Article CAS Google Scholar
  41. Simoncelli, E. P. & Schwartz, O. in Advances in Neural Information Processing Systems 11 (eds Kearns, M. S., Solla, S. A. & Cohn, D. A.) 166–172 (MIT Press, Cambridge, Massachusetts, 1999).
    Google Scholar
  42. Wiener, N. Extrapolation, Interpolation and Smoothing of Time Series (MIT Press, Cambridge, Massachusetts, 1949).
    MATH Google Scholar
  43. Feynman, R. P. & Hibbs, A. R. Path Integrals and Quantum Mechanics (McGraw Hill, New York, 1965).
    MATH Google Scholar
  44. Green, D. M. & Swets, J. A. Signal Detection Theory and Psychophysics (Wiley, New York, 1966).
    Google Scholar
  45. de Ruyter van Steveninck, R. R. & Laughlin, S. B. The rate of information transfer at graded-potential synapses. Nature 379, 642–645 (1996).
    Article ADS CAS Google Scholar

Download references