Spike Timing and Reliability in Cortical Pyramidal Neurons: Effects of EPSC Kinetics, Input Synchronization and Background Noise on Spike Timing

被引:38
|
作者
Rodriguez-Molina, Victor M. [2 ,3 ]
Aertsen, Ad [2 ,4 ]
Heck, Detlef H. [1 ]
机构
[1] Univ Tennessee, Ctr Hlth Sci, Dept Anat & Neurobiol, Memphis, TN 38163 USA
[2] Univ Freiburg, Inst Biol 3, Dept Neurobiol & Biophys, D-7800 Freiburg, Germany
[3] Univ Autonoma Estado Morelos, Fac Med, Cuernavaca, Morelos, Mexico
[4] Univ Freiburg, Bernstein Ctr Computat Neurosci, Freiburg, Germany
来源
PLOS ONE | 2007年 / 2卷 / 03期
关键词
D O I
10.1371/journal.pone.0000319
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In vivo studies have shown that neurons in the neocortex can generate action potentials at high temporal precision. The mechanisms controlling timing and reliability of action potential generation in neocortical neurons, however, are still poorly understood. Here we investigated the temporal precision and reliability of spike firing in cortical layer V pyramidal cells at near-threshold membrane potentials. Timing and reliability of spike responses were a function of EPSC kinetics, temporal jitter of population excitatory inputs, and of background synaptic noise. We used somatic current injection to mimic population synaptic input events and measured spike probability and spike time precision (STP), the latter defined as the time window (Delta t) holding 80% of response spikes. EPSC rise and decay times were varied over the known physiological spectrum. At spike threshold level, EPSC decay time had a stronger influence on STP than rise time. Generally, STP was highest (<= 2.45 ms) in response to synchronous compounds of EPSCs with fast rise and decay kinetics. Compounds with slow EPSC kinetics (decay time constants>6 ms) triggered spikes at lower temporal precision (>= 6.58 ms). We found an overall linear relationship between STP and spike delay. The difference in STP between fast and slow compound EPSCs could be reduced by incrementing the amplitude of slow compound EPSCs. The introduction of a temporal jitter to compound EPSCs had a comparatively small effect on STP, with a tenfold increase in jitter resulting in only a five fold decrease in STP. In the presence of simulated synaptic background activity, precisely timed spikes could still be induced by fast EPSCs, but not by slow EPSCs.
引用
收藏
页数:11
相关论文
共 39 条
  • [1] Frequency dependence of spike timing reliability in cortical pyramidal cells and interneurons
    Fellous, JM
    Houweling, AR
    Modi, RH
    Rao, RPN
    Tiesinga, PHE
    Sejnowski, TJ
    JOURNAL OF NEUROPHYSIOLOGY, 2001, 85 (04) : 1782 - 1787
  • [2] RELIABILITY OF SPIKE TIMING IN NEOCORTICAL NEURONS
    MAINEN, ZF
    SEJNOWSKI, TJ
    SCIENCE, 1995, 268 (5216) : 1503 - 1506
  • [3] Dynamics of cortical neurons and spike timing variability
    Tateno, Takashi
    Complex Medical Engineering, 2007, : 565 - 572
  • [4] Effects of dendritic Ca2+ spike on the modulation of spike timing with transcranial direct current stimulation in cortical pyramidal neurons
    Huang, Xuelin
    Wei, Xile
    Wang, Jiang
    Yi, Guosheng
    JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2025, 53 (01) : 25 - 36
  • [5] Reliability of spike timing in recurrent networks of neurons
    Teramae, Jun-nosuke
    Tsubo, Yasuhiro
    Fukai, Tomoki
    NEUROSCIENCE RESEARCH, 2008, 61 : S59 - S59
  • [6] Influence of ionic conductances on spike timing reliability of cortical neurons for suprathreshold rhythmic inputs
    Schreiber, S
    Fellous, JM
    Tiesinga, P
    Sejnowski, TJ
    JOURNAL OF NEUROPHYSIOLOGY, 2004, 91 (01) : 194 - 205
  • [7] Predicting spike timing of neocortical pyramidal neurons by simple threshold models
    Jolivet, Renaud
    Rauch, Alexander
    Luescher, Hans-Rudolf
    Gerstner, Wulfram
    JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2006, 21 (01) : 35 - 49
  • [8] Predicting spike timing of neocortical pyramidal neurons by simple threshold models
    Renaud Jolivet
    Alexander Rauch
    Hans-Rudolf Lüscher
    Wulfram Gerstner
    Journal of Computational Neuroscience, 2006, 21 : 35 - 49
  • [9] Spike-timing prediction in cortical neurons with active dendrites
    Naud, Richard
    Bathellier, Brice
    Gerstner, Wulfram
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2014, 8
  • [10] Kv1 channels control spike threshold dynamics and spike timing in cortical pyramidal neurones
    Higgs, Matthew H.
    Spain, William J.
    JOURNAL OF PHYSIOLOGY-LONDON, 2011, 589 (21): : 5125 - 5142