单个神经元的自相关特性

J. Tapson
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引用次数: 9

摘要

最近的研究表明,随机共振(SR)可以发生在生物神经元中(Douglas et al ., 1993)。这种行为的特点是在噪声水平增加的情况下可能增强信号检测,以及神经元激活和弱周期输入信号之间的相位锁定。有人认为,这种行为可能发生在人类的神经系统中,并可能在感觉知觉中起重要作用。在本文中,我们证明了存在噪声的单个神经元能够对传入的周期刺激进行自相关,从而甚至可以检测到没有光谱能量的周期性(所谓的“缺失基本原理”)。在当前的声学感知数据中,有大量证据表明这种机制(Horst et al ., 1986; Wightman, 1973)。自相关在过去被认为是感觉系统中的一种机制;这些结果表明,它可以发生在人类感觉系统中最简单的层面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Autocorrelation properties of single neurons
Recent studies have shown that stochastic resonance (SR) can occur in biological neurons (Douglas et al, 1993). This behaviour is characterised by possible enhancement of signal detection in the presence of increasing noise levels, and by phase locking between neuron activation and weak periodic input signals. It has been suggested that this behaviour may occur in the human nervous system, and may play an important part in sensory perception. In this paper we show that a single neuron in the presence of noise is capable of performing an autocorrelation an an incoming periodic stimulus, and thereby can even detect periodicities which have no spectral energy (so-called "missing fundamentals"). There is substantial evidence for this mechanism in the current data on acoustic perception (Horst et al, 1986, Wightman, 1973). Autocorrelation has been proposed in the past as a mechanism in sensory systems; these results suggest that it can take place at the simplest level in the human sensory system.
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