Temporal order detection and coding in nervous systems

Neural Computation

Volumn 25, Issue 2, 2013, Pages 510-531

  Stiefel, Klaus M ^a   Tapson, Jonathan ^a   van Schaik, André ^a  

^a WESTERN SYDNEY UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; BRAIN; HUMAN; LETTER; NERVE CELL; PHYSIOLOGY; TIME; TIME PERCEPTION;

ANIMALS; BRAIN; HUMANS; NEURONS; TIME; TIME PERCEPTION;

EID: 84877828537     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/NECO_a_00400     Document Type: Letter

References (59)

1. Andreou, A. G., Strohbehn, K.,&Jenkins, R. (1991). Silicon retina formotion computation. In Proceedings of the IEEE International Symposium on Circuits and Systems (pp. 1373-1376). Piscataway, NJ: IEEE.
2. Arreguit, X., van Schaik, A., Bauduin, F., Bidiville, M.,&Raeber, E. (1996). A CMOS motion detector system for pointing devices. IEEE International Solid-State Circuits Conference, 39, 98-99.
3. Bi, G.,&Poo, M. (1998). Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type. Journal of Neuroscience, 18, 10464-10472.
4. Birznieks, I., Wheat, W. E., Redmond, S. J., Salo, L. M., Lovell, N. H.,&Goodwin, A. W. (2010). Encoding of tangential torque in responses of tactile afferent fibres innervating the fingerpad of the monkey. Journal of Physiology, 588, 1057-1072.
5. Borst, A.,&Haag, J. (2002). Neural networks in the cockpit of the fly. Journal of Comparative Physiology A: Sensory, Neural, and Behavioral Physiology, 188, 419-437.
6. Branco, T., Clark, B. A.,&Häusser, M. (2010). Dendritic discrimination of temporal input sequences in cortical neurons. Science, 329, 1671-1675.
7. Buhl, E.H.,Tamás, G.,&Fisahn, A. (1998).Cholinergic activation and tonic excitation induce persistent gamma oscillations in mouse somatosensory cortex in vitro. Journal of Physiology, 513, 117-126.
8. Buzsáki, G. (2002). Theta oscillations in the hippocampus. Neuron, 33, 325-340.
9. Carr, C. E.,&Friedman, M. A. (1999). Evolution of time coding systems. Neural Computation, 11, 1-20.
10. Carr, C. E., Iyer, S., Soares, D., Kalluri, S.,&Simon, J. Z. (2005). Are neurons adapted for specific computations? Examples from temporal coding in the auditory system. In J. L. van Hemmen&T. J. Sejnowski (Eds.), 23 problems in systems neuroscience. New York: Oxford University Press.
11. Carr, C. E.,&Konishi, M. (1988). Axonal delay lines for time measurement in the owl's brainstem. Proceedings of the National Academy of Sciences, 85, 8311-8315.
12. Carr, C.,&Konishi, M. (1990). A circuit for detection of interaural time differences in the brain stem of the barn owl. Journal of Neuroscience, 10, 3227-3246.
13. Delbruck, T. (1993). Silicon retina with correlation-based, velocity-tuned pixels. IEEE Transactions on Neural Networks, 4(3), 529-541.
14. Delorme, A. (2003). Early cortical orientation selectivity:How fast inhibition decodes the Order of spike latencies. Journal of Computational Neuroscience, 15, 357-365.
15. Delorme, A.,&Thorpe, S. J. (2001). Face identification using one spike per neuron: Resistance to image degradations. Neural Networks, 14, 795-803.
16. Destexhe, A., Rudolph, M.,&Paré, D. (2003). The high-conductance state of neocortical neurons in vivo. Nature Reviews Neuroscience, 4, 739-751.
17. Etienne-Cummings, R., Van der Spiegel, J.,&Mueller, P. (1997). A focal plane visual motion measurement sensor. IEEE Transactions on Circuits and Systems I, 44(1), 55-66.
18. Fries, P., Reynolds, J. H., Rorie, A. E.,&Desimone, R. (2001). Modulation of oscillatory neuronal synchronization by selective visual attention. Science, 291, 1560- 1563.
19. Grau-Serrat, V., Carr, C. E.,&Simon, J. Z. (2003). Modeling coincidence detection in nucleus laminaris. Biological Cybernetics, 89, 388-396.
20. Haag, J., Denk, W.,&Borst, A. (2004). Fly motion vision is based on Reichardt detectors regardless of the signal-to-noise ratio. Proceedings of the NationalAcademy of Sciences of the USA, 101, 16333-16338.
21. Harrison, R. R.,&Koch, C. (2000). A robust analog VLSI Reichardt motion sensor. Analog Integrated Circuits and Signal Processing, 24(3), 213-229.
22. Havenith, M. N., Yu, S., Biederlack, J., Chen, N.-H., Singer, W.,&Nikolíc, D. (2011). Synchrony makes neurons fire in sequence, and stimulus properties determine who is ahead. J. Neurosci., 31, 8570-8584.
23. Higgins, C. M., Deutschmann, R. A.,&Koch, C. (1999). Pulse-based 2-D motion sensors. IEEE Transactions on Circuits and Systems II, 46(6), 677-687.
24. Higgins, C. M., Douglass, J. K.,&Strausfeld, N. J. (2004). The computational basis of an identified neuronal circuit for elementary motion detection in dipterous insects. Visual Neuroscience, 21, 567-586.
25. Hille, B. (2001). Ion channels of excitable membranes (3rd ed.). Sunderland, MA: Sinauer Associates.
26. Horiuchi, T., Lazzaro, J., Moore, A.,&Koch, C. (1991). A delay-line based motion detection chip. InD. Touretzky&R. Lippman (Eds.), Advances in neural information processing systems, 3 (pp. 406-412). San Francisco: Morgan Kaufmann.
27. Jeffress, L. A. (1948). A place theory of sound localization. Journal of Comparative and Physiological Psychology, 41, 35-39.
28. Johansson, R. S.,&Birznieks, I. (2004). First spikes in ensembles of human tactile afferents code complex spatial fingertip events. Nat. Neurosci., 7, 170-177.
29. Kramer, J., Sarpeshkar, R.,&Koch, C. (1997). Pulse-based analog VLSI velocity sensors. IEEE Transactions on Circuits and Systems II, 44(2), 86-101.
30. Larkum, M. E., Zhu, J. J.,&Sakmann, B. (1999). A new cellular mechanism for coupling inputs arriving at different cortical layers. Nature, 398, 338-341.
31. Lazzaro, J.,&Mead, C. A. (1989a). A silicon model of auditory localization. Neural Computation, 1(1), 47-57.
32. Lazzaro, J.,&Mead, C. A. (1989b). Silicon modeling of pitch perception. Proceedings of the National Academy of Sciences, 86(23), 9597-9601.
33. Leranth, C., Carpi, D., Buzsaki, G.,&Kiss, J. (1999). The entorhino-septosupramammillary nucleus connection in the rat: Morphological basis of a feedback mechanism regulating hippocampal theta rhythm. Neuroscience, 88, 701-718.
34. Licklider, J.C.R. (1951). A duplex theory of pitch perception. Experientia, 7, 128-134.
35. Markram, H., Lübke, J., Frotscher, M.,&Sakmann, B. (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science, 275, 213- 215.
36. Mead, C. A. (1989). Analog VLSI and neural systems. Reading, MA: Addison-Wesley.
37. Migliore,M.,&Shepherd, G. M. (2002). Emerging rules for the distributions of active dendritic conductances. Nat. Rev. Neurosci., 3, 362-370.
38. Oertel, D. (1999). The role of timing in the brainstem auditory nuclei of vertebrates. Annual Review of Physiology, 61, 497-519.
39. O'Keefe, J.,&Burgess, N. (1996). Geometric determinants of the place fields of hippocampal neurons. Nature, 381, 425-428.
40. O'Keefe, J.,&Recce, M. L. (1993). Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus, 3, 317-330.
41. Reichardt, W. (1961). Autocorrelation, a principle for the evaluation of sensory information by the central nervous system. In W. A. Rosenblith (Ed.), Sensory communication (pp. 303-317). Cambridge, MA: MIT Press.
42. Rolls, E. T., Franco, L., Aggelopoulos, N. C.,&Jerez, J. M. (2006). Information in the first spike, the order of spikes, and the number of spikes provided by neurons in the inferior temporal visual cortex. Vision Research, 46, 4193-4205.
43. Rudolph, M.,&Destexhe, A. (2001). Do neocortical pyramidal neurons display stochastic resonance.Journal of Computational Neuroscience, 11, 19-42.
44. Shadlen, M. N.,&Newsome, W. T. (1994). Noise, neural codes and cortical organization. Current Opinion in Neurobiology, 4, 569-579.
45. Shapiro, M. L., Ferbinteanu, J. (2006). Relative spike timing in pairs of hippocampal neurons distinguishes the beginning and end of journeys. Proc. Natl. Acad. Sci. USA, 103, 4287-4292.
46. Sinakevitch, I.,&Strausfeld, N. J. (2004). Chemical neuroanatomy of the fly's movement detection pathway. Journal of Comparative Neurology, 468, 6-23.
47. Singer,W. (1999). Time as coding space. Current Opinion in Neurobiology, 9, 189-194.
48. Single, S.,&Borst, A. (1998). Dendritic integration and its role in computing image velocity. Science, 281, 1848-1850.
49. Srinivasan,M. V.,&Bernard, G. D. (1976). A proposed mechanism for multiplication of neural signals. Biol. Cybernetics, 21, 227-236.
50. Steriade, M., Timofeev, I.,&Grenier, F. (2001). Natural waking and sleep states: A view from inside neocortical neurons. J. Neurophysiol., 85, 1969-1985.
51. Stiefel, K. M.,&Sejnowski, T. J. (2007).Mapping function onto neuronal morphology. Journal of Neurophysiology, 98, 513-526.
52. Tang, L. S., Goeritz, M. L., Caplan, J. S., Taylor, A. L., Fisek, M.,&Marder, E. (2010). Precise temperature compensation of phase in a rhythmic motor pattern. PLoS Biol., 8, e1000469.
53. Thorpe, S. J.,&Gautrais, J. (1997).Rapid visual processing using spike asynchrony. In M. Mozer, M. Jordan,& T. Petsche (Eds.), Advances in neural information processing, 9 (pp. 901-907). Cambridge, MA: MIT Press.
54. Torben-Nielsen, B.,&Stiefel, K. M. (2009). Systematic mapping between dendritic function and structure. Network: Computation in Neural Systems, 20, 69-105.
55. Torben-Nielsen, B.,&Stiefel, K. M. (2010). An inverse approach for elucidating dendritic function. Front. Comput. Neurosci., 4, 128.
56. Trussell, L. O. (1999). Synaptic mechanisms for coding timing in auditory neurons. Annual Review of Physiology, 61, 477-496.
57. Van Rullen, R.,&Thorpe, S. J. (2001). Rate coding versus temporal order coding: What the retinal ganglion cells tell the visual cortex. Neural Computation, 13, 1255- 1283.
58. van Schaik, A. (2001). An analog VLSI model of periodicity extraction in the human auditory system. Analog Integrated Circuits and Signal Processing, 26(2), 157-177.
59. Vinck, M., Lima, B., Womelsdorf, T., Oostenveld, R., Singer, W., Neuenschwander, S., et al. (2010). Gamma-phase shifting in awake monkey visual Cortex. Journal of Neuroscience, 30, 1250-1257