High-conductance states in a mean-field cortical network model

机译：平均场皮质网络模型中的高电导态

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Measured responses from visual cortical neurons show that spike times tend to be correlated rather than exactly Poisson distributed. Fano factors vary and are usually greater than 1, indicating a tendency toward spikes being clustered. We show that this behavior emerges naturally in a balanced cortical network model with random connectivity and conductance-based synapses. We employ mean-field theory with correctly colored noise to describe temporal correlations in the neuronal activity. Our results illuminate the connection between two independent experimental findings: high-conductance states of cortical neurons in their natural environment, and variable non-Poissonian spike statistics with Fano factors greater than 1.

机译：视觉皮层神经元的测量响应表明，峰值时间倾向于相关，而不是泊松分布。范诺因子有所不同，通常大于1，这表明尖峰趋于聚集。我们表明，这种行为自然出现在具有随机连通性和基于电导的突触的平衡皮质网络模型中。我们采用具有正确着色噪声的均值场理论来描述神经元活动中的时间相关性。我们的结果阐明了两个独立实验发现之间的联系：自然环境中皮质神经元的高电导状态，以及Fano因子大于1的可变非泊松峰值统计量。

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来源
《Computational Neuroscience Meeting(CNS03); 20030705-09; Alicante(ES)》|2003年|P.935-940|共6页
会议地点 Alicante(ES)
作者
Alexander Lerchner; Mandana Ahmadi; John Hertz;
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作者单位

Oersted-DTU, Technical University of Denmark, Oersted Plads Bldg 348 Lyngby 2800 Denmark;

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会议组织
原文格式 PDF
正文语种 eng
中图分类生理学;
关键词
synaptic conductances; response variability; cortical dynamics;

机译：突触电导;反应变异性;皮层动力学;
入库时间 2022-08-26 14:29:48

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1. High-conductance states in a mean-field cortical network model [J] . Alexander Lerchner, Mandana Ahmadi, John Hertz Neurocomputing . 2004,第期

机译：平均场皮质网络模型中的高电导态
2. Cross-Correlations in High-Conductance States of a Model Cortical Network [J] . John Hertz Neural computation . 2010,第2期

机译：模型皮质网络在高导状态下的互相关
3. Modeling mesoscopic cortical dynamics using a mean-field model of conductance-based networks of adaptive exponential integrate-and-fire neurons [J] . Zerlaut Yann, Chemla Sandrine, Chavane Frederic, Journal of Computational Neuroscience . 2018,第1期

机译：使用基于电导的自适应指数积分并发射神经元网络的平均场模型对介观皮层动力学进行建模
4. High-conductance states in a mean-field cortical network model [C] . Alexander Lerchner, Mandana Ahmadi, JohnJohn Hertz Computational Neuroscience Meeting . 2004

机译：平均外部皮质网络模型中的高电导状态
5. Neural models of inter-cortical networks in the primate visual system for navigation, attention, path perception, and static and kinetic figure-ground perception. [D] . Layton, Oliver W. 2013

机译：灵长类动物视觉系统中皮层间网络的神经模型，用于导航，注意力，路径感知以及静态和动态图形地面感知。
6. Mean-field models for heterogeneous networks of two-dimensional integrate and fire neurons [O] . Wilten Nicola, Sue Ann Campbell 2013

机译：二维积分和火神经元异构网络的均值模型
7. High-conductance states in a mean-field cortical network model [O] . Lerchner Alexander, Ahmadi Mandana, Hertz John 2004

机译：平均场皮层网络模型中的高电导状态

High-conductance states in a mean-field cortical network model

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