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Neuromodulatory actions of noise on sub- and supra-threshold responses of intrinsically oscillatory neurons

机译:内在振荡神经元的副和超阈值响应的神经调节作用

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Oscillations of the membrane potential are a prominent feature of several neurons in the central and peripheral nervous system. Evidences exist that neurons combine intrinsic oscillations with stochastic influences to obtain sensitive encoding. Here we investigated the responses of oscillatory neurons with respect to different activity states and noise levels as well as different measures of the responses. For that we used a computational approach and studied systematically the responses of a physiologically motivated neuronal oscillator model. With subthreshold activation of the model, noise mediates oscillation-coupled spike generation. In this situation noise-tuning results in maximum curves for the coherence of oscillations and spikes (coherence resonance) whereas the mean spike frequencies increase monotonically. In contrast, with suprathreshold activation, noise suppresses oscillation-coupled spike generation. In this situation, noise tuning leads to a minimum curve for the mean spike frequency whereas the coherence measure decreases monotonically. In conclusion, our study shows interesting effects on neuronal responses depending on the level of stimulation and noise intensity. In addition, the study demonstrates how such dynamical behaviors might fulfill different purposes depending on the actual encoding strategy used.
机译:膜电位的振动是中央和周围神经系统中几种神经元的突出特征。存在神经元与随机性影响的内在振荡相结合的证据,以获得敏感的编码。在这里,我们研究了振荡神经元关于不同活动状态和噪声水平以及响应的不同措施的反应。为此,我们使用了计算方法,并系统地研究了生理动机神经元振荡器模型的响应。随着模型的亚阈值激活,噪声介导振荡耦合的尖峰发电。在这种情况下,噪音调整导致振动和尖峰相干的最大曲线(相干共振),而平均尖峰频率单调增加。相比之下,通过Suprathreshold激活,噪声抑制振荡耦合的尖峰发电。在这种情况下,噪声调谐导致平均尖峰频率的最小曲线,而相干措施可以单调减少。总之,我们的研究表明,根据刺激和噪声强度的水平对神经元反应的有趣影响。此外,该研究表明,根据所使用的实际编码策略,这种动态行为如何可能满足不同的目的。

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