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猴子皮层神经元放电序列中精确复制模式的时间结构和刺激依赖性。

Time structure and stimulus dependence of precisely replicating patterns present in monkey cortical neuronal spike trains.

作者信息

Lestienne R, Strehler B L

机构信息

ACBR 426, University of Southern California, Los Angeles 90089.

出版信息

Brain Res. 1987 Dec 29;437(2):214-38. doi: 10.1016/0006-8993(87)91638-6.

Abstract

Evidence is presented on the parameters that affect the occurrence of precisely replicating patterns of neural discharge present as 'hidden' patterns in individual neuronal discharge trains of the visual cortical cells of the rhesus monkey in response to precisely controlled stimuli described in our previous publication. Using the All-Interval analytical paradigm we demonstrate: (1) that precisely replicating patterns are present in numbers that cannot be generated through continuous, smoothly varying probability distributions of interspike intervals; (2) that the records contain very large numbers of precisely replicating patterns--doublets, triplets, quadruplets, quintuplets and hextuplets of pulses; (3) that triplet-antitriplet pairs and symmetrical quadruplets are also present in improbable numbers; (4) that different stimuli generate different triplets; (5) and that the first order decay constant of capacity to generate specific precise patterns is a direct function of the number of events making up the patterns and thus that a temporary memory of the occurrence of a pattern exists following the presentation of a stimulus. It is concluded that such patterns of pulses are almost certainly coded symbols related to visual information; that such symbols are sufficiently precise in their replication to permit them to be decoded through spatial summation mechanisms and finally that the ability to generate and the capacity to store such symbols are probably present in the brain as related and coordinated complexes of specific facilitated synapses. Some properties of a proposed model for the production and decoding of such patterns are presented and discussed as are specific mechanisms through which neural networks may implement such functions. Finally, existing and further experimental tests of the mechanisms proposed are outlined.

摘要

本文给出了相关证据,这些证据涉及一些参数,这些参数影响着在恒河猴视觉皮层细胞的单个神经元放电序列中以“隐藏”模式存在的精确复制的神经放电模式的出现情况,这些模式是对我们之前发表的文章中所描述的精确控制刺激的反应。使用全间隔分析范式,我们证明:(1)精确复制的模式数量众多,无法通过尖峰间隔的连续、平滑变化的概率分布产生;(2)记录中包含大量精确复制的模式——脉冲的双峰、三峰、四峰、五峰和六峰;(3)三联体-反三联体对和对称四联体的数量也多得不可思议;(4)不同的刺激产生不同的三联体;(5)产生特定精确模式的能力的一阶衰减常数是构成这些模式的事件数量的直接函数,因此在呈现刺激后存在对模式出现的临时记忆。结论是,这种脉冲模式几乎肯定是与视觉信息相关的编码符号;这些符号在复制上足够精确,能够通过空间总和机制进行解码,最后,产生和存储这些符号的能力可能以特定易化突触的相关且协调的复合体形式存在于大脑中。本文提出并讨论了一个关于此类模式产生和解码的模型的一些特性,以及神经网络可能实现此类功能的具体机制。最后,概述了所提出机制的现有和进一步的实验测试。

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