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首页> 外文期刊>PLoS Computational Biology >Adaptation and Selective Information Transmission in the Cricket Auditory Neuron AN2
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Adaptation and Selective Information Transmission in the Cricket Auditory Neuron AN2

机译:the听神经元AN2的适应性和选择性信息传递。

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Sensory systems adapt their neural code to changes in the sensory environment, often on multiple time scales. Here, we report a new form of adaptation in a first-order auditory interneuron (AN2) of crickets. We characterize the response of the AN2 neuron to amplitude-modulated sound stimuli and find that adaptation shifts the stimulus–response curves toward higher stimulus intensities, with a time constant of 1.5 s for adaptation and recovery. The spike responses were thus reduced for low-intensity sounds. We then address the question whether adaptation leads to an improvement of the signal's representation and compare the experimental results with the predictions of two competing hypotheses: infomax, which predicts that information conveyed about the entire signal range should be maximized, and selective coding, which predicts that “foreground” signals should be enhanced while “background” signals should be selectively suppressed. We test how adaptation changes the input–response curve when presenting signals with two or three peaks in their amplitude distributions, for which selective coding and infomax predict conflicting changes. By means of Bayesian data analysis, we quantify the shifts of the measured response curves and also find a slight reduction of their slopes. These decreases in slopes are smaller, and the absolute response thresholds are higher than those predicted by infomax. Most remarkably, and in contrast to the infomax principle, adaptation actually reduces the amount of encoded information when considering the whole range of input signals. The response curve changes are also not consistent with the selective coding hypothesis, because the amount of information conveyed about the loudest part of the signal does not increase as predicted but remains nearly constant. Less information is transmitted about signals with lower intensity.
机译:感觉系统通常在多个时间尺度上使它们的神经代码适应感觉环境的变化。在这里,我们报告in的一级听觉中间神经元(AN2)的一种新的适应形式。我们表征了AN2神经元对调幅声音刺激的响应,并发现适应使刺激-响应曲线向更高的刺激强度移动,适应和恢复的时间常数为1.5 s。因此,对于低强度声音,尖峰响应会降低。然后,我们讨论自适应是否会改善信号表示的问题,并将实验结果与两个相互竞争的假设的预测进行比较:infomax(预测在整个信号范围内传递的信息应最大化)和选择性编码(预测应当增强“前景”信号,而应有选择地抑制“背景”信号。当呈现振幅分布中有两个或三个峰值的信号时,我们测试自适应如何改变输入-响应曲线,为此选择性编码和infomax会预测冲突的变化。通过贝叶斯数据分析,我们可以量化测得的响应曲线的位移,并发现其斜率略有减小。这些斜率的减小较小,并且绝对响应阈值高于infomax预测的阈值。最显着的是,与infomax原理相反,当考虑整个输入信号范围时,自适应实际上减少了编码信息的数量。响应曲线的变化也与选择性编码假设不一致,因为围绕信号最响亮部分传送的信息量并未如预期的那样增加,而是保持几乎恒定。关于强度较低的信号,传输的信息较少。

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