First-spike latency in Hodgkin's three classes of neurons

Journal of Theoretical Biology

Volumn 328, Issue , 2013, Pages 19-25

  Wang, Hengtong ^a   Chen, Yueling ^a,b   Chen, Yong ^a  

^a LANZHOU UNIVERSITY   (China)

^b GANSU UNIVERSITY OF CHINESE MEDICINE   (China)

Author keywords

Morris Lecar neuron model; Neural coding scheme; Neuron classification; Temporal coding

Indexed keywords

CANCER; CLASSIFICATION; INFORMATION PROCESSING; NERVOUS SYSTEM; NUMERICAL MODEL;

ARTICLE; INFORMATION PROCESSING; LATENT PERIOD; NERVE CELL EXCITABILITY; NERVE CELL MEMBRANE POTENTIAL; NERVE STIMULATION; NERVOUS SYSTEM FUNCTION; PRIORITY JOURNAL; SPIKE WAVE; STIMULUS RESPONSE;

ANIMALS; HUMANS; MODELS, NEUROLOGICAL; NEURONS; SYNAPTIC TRANSMISSION;

EID: 84876316590     PISSN: 00225193     EISSN: 10958541     Source Type: Journal    
DOI: 10.1016/j.jtbi.2013.03.003     Document Type: Article

References (36)

1. Bhumbra G., Dyball R. Spike coding from the perspective of a neurone. Cognitive Process. 2005, 6:157-176.
2. Borkowski, L.S., 2011. Multimodal transition and excitability of a neural oscillator. http://arxiv:1109.2893.
3. Chase S.M., Young E.D. First-spike latency information in single neurons increases when referenced to population onset. Proc. Natl. Acad. Sci. 2007, 104:5175-5180.
4. Chen H.T., Ng K.T., Bermak A., Law M., Martinez D. Spike latency coding in biologically inspired microelectronic nose. IEEE Trans. Biomed. Circuits Syst. 2011, 5:160-168.
5. Dayan P., Abbott L.F. Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems 2005, MIT Press.
6. Foffani G., Morales-Botello M.L., Aguilar J. Spike timing, spike count, and temporal information for the discrimination of tactile stimuli in the rat ventrobasal complex. J. Neurosci. 2009, 29:5964-5973.
7. Fontaine B., Peremans H. Bat echolocation processing using first-spike latency coding. Neural Networks 2009, 22:1372-1382.
8. Furukawa S., Middlebrooks J.C. Cortical representation of auditory space: information-bearing features of spike patterns. J. Neurophysiol. 2002, 87:1749-1762.
9. Gerstner W., Kreiter A.K., Markram H., Herz A.V.M. Neural codes: firing rates and beyond. Proc. Natl. Acad. Sci. 1997, 94:12740-12741.
10. Gilles W., Michèle T., Khashayar P. Intrinsic variability of latency to first-spike. Biol. Cybern. 2010, 103:43-56.
11. Heil P. First-spike latency of auditory neurons revisited. Curr. Opinion Neurobiol. 2004, 14:461-467.
12. Hodgkin A.L. The local electric changes associated with repetitive action in a non-medullated axon. J. Physiol. 1948, 107:165-181.
13. Izhikevich E.M. Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting 2007, MIT Press.
14. Kostal L., Lansky P., Rospars J.P. Neuronal coding and spiking randomness. Eur. J. Neurosci. 2007, 26:2693-2701.
15. Lochmann T., Denve S. Information transmission with spiking Bayesian neurons. New J. Phys. 2008, 10:055019.
16. Masuda N., Aihara K. Dual coding hypotheses for neural information representation. Math. Biosci. 2007, 207:312-321.
17. Ozer M., Graham L.J. Impact of network activity on noise delayed spiking for a Hodgkin-Huxley model. Eur. Phys. J. B 2008, 61:499-503.
18. Ozer M., Uzuntarla M. Effects of the network structure and coupling strength on the noise-induced response delay of a neuronal network. Phys. Lett. A 2008, 372:4603-4609.
19. Ozer M., Uzuntarla M., Perc M., Graham L.J. Spike latency and jitter of neuronal membrane patches with stochastic Hodgkin-Huxley channels. J. Theor. Biol. 2009, 261:83-92.
20. Pankratova E.V., Polovinkin A.V., Mosekilde E. Resonant activation in a stochastic Hodgkin-Huxley model: interplay between noise and suprathreshold driving effects. Eur. Phys. J. B 2005, 45:391-397.
21. Panzeri S., Petersen R.S., Schultz S.R., Lebedev M., Diamond M.E. The role of spike timing in the coding of stimulus location in rat somatosensory cortex. Neuron 2001, 29:769-777.
22. Pasztor Y.M., Bush B.M. Impulse-coded and analog signaling in single mechanoreceptor neurons. Science 1982, 215:1635-1637.
23. Pawlas Z., Klebanov L.B., Benes V., Prokesova M., Popelar J., Lansky P. First-spike latency in the presence of spontaneous activity. Neural Comput. 2010, 22:1675-1697.
24. Prescott S.A. Biophysical basis for three distinct dynamical mechanisms of action potential initiation. PLoS Comput. Biol. 2008, 4:e1000198. De Koninck.
25. Reich D.S., Mechler F., Victor J.D. Temporal coding of contrast in primary visual cortex: when, what, and why. J. Neurophysiol. 2001, 85:1039-1050.
26. Rieke F. Spikes: Exploring the Neural Code 1999, MIT Press.
27. Schmitt R.O., Dev P., Smith B.H. Electrotonic processing of information by brain cells. Science (New York, NY) 1976, 193:114-120.
28. Tateno T., Harsch A., Robinson H.P.C. Threshold firing frequency-current relationships of neurons in rat somatosensory cortex: type 1 and type 2 dynamics. J. Neurophysiol. 2004, 92:2283-2294.
29. Thorpe S., Fize D., Marlot C. Speed of processing in the human visual system. Nature 1996, 381:520-522.
30. Tuckwell H.C., Wan F.Y.M. Time to first spike in stochastic Hodgking-Huxley systems. Physica A 2005, 351:427-438.
31. Uzuntarla M., Ozer M., Guo D.Q. Controlling the first-spike latency response of a single neuron via unreliable synaptic transmission. Eur. Phys. J. B 2012, 85:282.
32. VanRullen R., Thorpe S. Rate coding versus temporal order coding: what the retinal ganglion cells tell the visual cortex. Neural Comput. 2001, 13:1255-1283.
33. VanRullen R., Guyonneau R., Thorpe S.J. Spike times make sense. Trends Neurosci. 2005, 28:1-4.
34. Wang H., Wang L., Yu L., Chen Y. Response of Morris-Lecar neurons to various stimuli. Phys. Rev. E 2011, 83:021915.
35. Yang J., Xing J.L., Wu N.P., Liu Y.H., Zhang C.Z., Kuang F., Han V.Z., Hu S.J. Membrane current-based mechanisms for excitability transitions in neurons of the rat mesencephalic trigeminal nuclei. Neuroscience 2009, 163:799-810.
36. Zeberg H., Blomberg C., Rhem P. Ion channel density regulates switches between regular and fast spiking in soma but not in axons. PLoS Comput. Biol. 2010, 6:e1000753.