Chin. Phys. Lett.  2010, Vol. 27 Issue (2): 020503    DOI: 10.1088/0256-307X/27/2/020503
GENERAL |
Noise Effects on Temperature Encoding of Neuronal Spike Trains in a Cold Receptor
DU Ying1, LU Qi-Shao2
1Institute for Cognitive Neurodynamics, School of Information Science and Engineering, East China University of Science and Technology, Shanghai 2002372Department of Dynamics and Control, Beihang University, Beijing 100191
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DU Ying, LU Qi-Shao 2010 Chin. Phys. Lett. 27 020503
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Abstract We examine how noise interacts with encoding mechanisms of neuronal stimulus in a cold receptor. From ISI series and bifurcation diagrams it is shown that there are considerable differences in interval distributions and impulse patterns caused by purely deterministic simulations and noisy simulations. The ISI-distance can be used as an effective and powerful way to measure the noise effects on spike trains of the cold receptor quantitatively. It is also found that spike trains observed in cold receptors can be more strongly affected by noise for low temperatures than for high temperatures in some aspects; meanwhile, the spike train has greater variability with increasing noise intensity.
Keywords: 05.45.-a      05.45.Tp     
Received: 13 July 2009      Published: 08 February 2010
PACS:  05.45.-a (Nonlinear dynamics and chaos)  
  05.45.Tp (Time series analysis)  
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https://cpl.iphy.ac.cn/10.1088/0256-307X/27/2/020503       OR      https://cpl.iphy.ac.cn/Y2010/V27/I2/020503
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DU Ying
LU Qi-Shao
[1] Horsthemke W and Lefever R 1984 Noise-Induced Transitions (Berlin: Springer)
[2] Hodgkin A L and Huxley A F 1952 J. Physiol. 117 500
[3] Lu Q S, Yang Z Q, Duan L X, Gu H G and Ren W 2009 Chaos Soliton Fract. 40 377
[4] Lu Q S, Gu H G, Yang Z Q, Shi X, Duan L X and Zheng Y H 2008 Acta Mech. Sin. 24 593
[5]Wu Y, Xu J X, Jin W Y and Hong L 2007 Chin. Phys. Lett. 24 3066
[6]Feng J C 2005 Chin. Phys. Lett. 22 1851
[7] Dayan P and Abbott L F 2001 Theoretical Neuroscience (Cambridge: MIT Press)
[8] Braun H A, Voigt K and Huber M T 2003 Biosystems 71 39
[9] Fox R F, Gatland I R, Roy R and Vemuri G 1988 Phys. Rev. A 38 5938
[10] Kreuz T, Haas J S, Morelli A, Abarbanel H D I and Politi A 2007 J. Neurosci. Meth. 165 151
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