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
  • [31] Delay-dependent transitions of phase synchronization and coupling symmetry between neurons shaped by spike-timing-dependent plasticity
    Mojtaba Madadi Asl
    Saeideh Ramezani Akbarabadi
    Cognitive Neurodynamics, 2023, 17 : 523 - 536
  • [32] Channel Noise-Enhanced Synchronization Transitions Induced by Time Delay in Adaptive Neuronal Networks with Spike-Timing-Dependent Plasticity
    Xie, Huijuan
    Gong, Yubing
    Wang, Baoying
    FLUCTUATION AND NOISE LETTERS, 2018, 17 (02):
  • [33] The Effects of NMDA Subunit Composition on Calcium Influx and Spike Timing-Dependent Plasticity in Striatal Medium Spiny Neurons
    Evans, Rebekah C.
    Morera-Herreras, Teresa
    Cui, Yihui
    Du, Kai
    Sheehan, Tom
    Kotaleski, Jeanette Hellgren
    Venance, Laurent
    Blackwell, Kim T.
    PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (04)
  • [34] Spike-Timing-Dependent Plasticity With Axonal Delay Tunes Networks of Izhikevich Neurons to the Edge of Synchronization Transition With Scale-Free Avalanches
    Khoshkhou, Mahsa
    Montakhab, Afshin
    FRONTIERS IN SYSTEMS NEUROSCIENCE, 2019, 13
  • [35] Frequency- and spike-timing-dependent mitochondrial Ca2+ signaling regulates the metabolic rate and synaptic efficacy in cortical neurons
    Stoler, Ohad
    Stavsky, Alexandra
    Khrapunsky, Yana
    Melamed, Israel
    Stutzmann, Grace
    Gitler, Daniel
    Sekler, Israel
    Fleidervish, Ilya
    ELIFE, 2022, 11
  • [36] Input Specificity and Dependence of Spike Timing-Dependent Plasticity on Preceding Postsynaptic Activity at Unitary Connections between Neocortical Layer 2/3 Pyramidal Cells
    Zilberter, Misha
    Holmgren, Carl
    Shemer, Isaac
    Silberberg, Gilad
    Grillner, Sten
    Harkany, Tibor
    Zilberter, Yuri
    CEREBRAL CORTEX, 2009, 19 (10) : 2308 - 2320
  • [37] Distinct mechanisms of spike timing-dependent LTD at vertical and horizontal inputs onto L2/3 pyramidal neurons in mouse barrel cortex
    Banerjee, Abhishek
    Gonzalez-Rueda, Ana
    Sampaio-Baptista, Cassandra
    Paulsen, Ole
    Rodriguez-Moreno, Antonio
    PHYSIOLOGICAL REPORTS, 2014, 2 (03):
  • [38] ROBUSTNESS, VARIABILITY, PHASE DEPENDENCE, AND LONGEVITY OF INDIVIDUAL SYNAPTIC INPUT EFFECTS ON SPIKE TIMING DURING FLUCTUATING SYNAPTIC BACKGROUNDS: A MODELING STUDY OF GLOBUS PALLIDUS NEURON PHASE RESPONSE PROPERTIES
    Schultheiss, N. W.
    Edgerton, J. R.
    Jaeger, D.
    NEUROSCIENCE, 2012, 219 : 92 - 110
  • [39] Simulation model of CA1 pyramidal neurons reveal opposing roles for the Na+/Ca2+ exchange current and Ca2+-activated K+ current during spike-timing dependent synaptic plasticity
    O'Halloran, Damien M.
    PLOS ONE, 2020, 15 (03):