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神经编码:单神经元视角

Neural coding: A single neuron's perspective.

机构信息

Department of Neurophysiology, Donders Institute for Brain, Cognition, and Behaviour Radboud University, the Netherlands.

Department of Neurophysiology, Donders Institute for Brain, Cognition, and Behaviour Radboud University, the Netherlands.

出版信息

Neurosci Biobehav Rev. 2018 Nov;94:238-247. doi: 10.1016/j.neubiorev.2018.09.007. Epub 2018 Sep 15.

Abstract

What any sensory neuron knows about the world is one of the cardinal questions in Neuroscience. Information from the sensory periphery travels across synaptically coupled neurons as each neuron encodes information by varying the rate and timing of its action potentials (spikes). Spatiotemporally correlated changes in this spiking regimen across neuronal populations are the neural basis of sensory representations. In the somatosensory cortex, however, spiking of individual (or pairs of) cortical neurons is only minimally informative about the world. Recent studies showed that one solution neurons implement to counteract this information loss is adapting their rate of information transfer to the ongoing synaptic activity by changing the membrane potential at which spike is generated. Here we first introduce the principles of information flow from the sensory periphery to the primary sensory cortex in a model sensory (whisker) system, and subsequently discuss how the adaptive spike threshold gates the intracellular information transfer from the somatic post-synaptic potential to action potentials, controlling the information content of communication across somatosensory cortical neurons.

摘要

任何感觉神经元对世界的了解都是神经科学的核心问题之一。感觉外围的信息通过突触耦合神经元传递,每个神经元通过改变其动作电位(尖峰)的速率和时间来编码信息。神经元群体中这种尖峰模式的时空相关变化是感觉表现的神经基础。然而,在躯体感觉皮层中,单个(或成对)皮层神经元的尖峰放电对于外界信息的了解程度非常有限。最近的研究表明,神经元实施的一种解决方案是通过改变产生尖峰的膜电位,使信息传递率适应持续的突触活动,从而抵消这种信息丢失。在这里,我们首先在一个模型感觉(胡须)系统中介绍了从感觉外围到初级感觉皮层的信息流原理,随后讨论了自适应尖峰阈值如何控制从体细胞突触后电位到动作电位的细胞内信息传递,从而控制躯体感觉皮层神经元之间的通信信息含量。

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