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电感觉神经元的群体编码

Population coding by electrosensory neurons.

作者信息

Chacron Maurice J, Bastian Joseph

机构信息

Department of Zoology, University of Oklahoma, Norman, Oklahoma, USA.

出版信息

J Neurophysiol. 2008 Apr;99(4):1825-35. doi: 10.1152/jn.01266.2007. Epub 2008 Feb 6.

Abstract

Sensory stimuli typically activate many receptors at once and therefore should lead to increases in correlated activity among central neurons. Such correlated activity could be a critical feature in the encoding and decoding of information in central circuits. Here we characterize correlated activity in response to two biologically relevant classes of sensory stimuli in the primary electrosensory nuclei, the electrosensory lateral line lobe, of the weakly electric fish Apteronotus leptorhynchus. Our results show that these neurons can display significant correlations in their baseline activities that depend on the amount of receptive field overlap. A detailed analysis of spike trains revealed that correlated activity resulted predominantly from a tendency to fire synchronous or anti-synchronous bursts of spikes. We also explored how different stimulation protocols affected correlated activity: while prey-like stimuli increased correlated activity, conspecific-like stimuli decreased correlated activity. We also computed the correlations between the variabilities of each neuron to repeated presentations of the same stimulus (noise correlations) and found lower amounts of noise correlation for communication stimuli. Therefore the decrease in correlated activity seen with communication stimuli is caused at least in part by reduced noise correlations. This differential modulation in correlated activity occurred because of changes in burst firing at the individual neuron level. Our results show that different categories of behaviorally relevant input will differentially affect correlated activity. In particular, we show that the number of correlated bursts within a given time window could be used by postsynaptic neurons to distinguish between both stimulus categories.

摘要

感觉刺激通常会同时激活许多感受器,因此应该会导致中枢神经元之间的相关活动增加。这种相关活动可能是中枢回路中信息编码和解码的关键特征。在这里,我们描述了弱电鱼细尾无臂鳎的主要电感觉核——电感觉侧线叶中,对两类生物学相关的感觉刺激做出反应时的相关活动。我们的结果表明,这些神经元在其基线活动中可以表现出显著的相关性,这种相关性取决于感受野重叠的程度。对尖峰序列的详细分析表明,相关活动主要源于同步或反同步尖峰爆发的放电倾向。我们还探讨了不同的刺激方案如何影响相关活动:类似猎物的刺激会增加相关活动,而类似同种个体的刺激会降低相关活动。我们还计算了每个神经元对同一刺激的重复呈现的变异性之间的相关性(噪声相关性),并发现通信刺激的噪声相关性较低。因此,通信刺激时观察到的相关活动的减少至少部分是由噪声相关性降低引起的。这种相关活动的差异调制是由于单个神经元水平上爆发式放电的变化而发生的。我们的结果表明,不同类别的行为相关输入将对相关活动产生不同的影响。特别是,我们表明,突触后神经元可以利用给定时间窗口内相关爆发的数量来区分这两类刺激。

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Population coding by electrosensory neurons.电感觉神经元的群体编码
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本文引用的文献

1
The decoding of electrosensory systems.电感应系统的解码
Curr Opin Neurobiol. 2006 Aug;16(4):474-80. doi: 10.1016/j.conb.2006.06.006. Epub 2006 Jul 11.
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Effects of noise correlations on information encoding and decoding.噪声相关性对信息编码与解码的影响。
J Neurophysiol. 2006 Jun;95(6):3633-44. doi: 10.1152/jn.00919.2005. Epub 2006 Mar 22.
4
Nonlinear information processing in a model sensory system.模型感觉系统中的非线性信息处理
J Neurophysiol. 2006 May;95(5):2933-46. doi: 10.1152/jn.01296.2005. Epub 2006 Feb 22.
8
Redundancy in the population code of the retina.视网膜群体编码中的冗余现象。
Neuron. 2005 May 5;46(3):493-504. doi: 10.1016/j.neuron.2005.03.026.

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