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首页> 外文期刊>PLoS Computational Biology >Communication through Resonance in Spiking Neuronal Networks
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Communication through Resonance in Spiking Neuronal Networks

机译:尖峰神经网络中的共振通信。

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The cortex processes stimuli through a distributed network of specialized brain areas. This processing requires mechanisms that can route neuronal activity across weakly connected cortical regions. Routing models proposed thus far are either limited to propagation of spiking activity across strongly connected networks or require distinct mechanisms that create local oscillations and establish their coherence between distant cortical areas. Here, we propose a novel mechanism which explains how synchronous spiking activity propagates across weakly connected brain areas supported by oscillations. In our model, oscillatory activity unleashes network resonance that amplifies feeble synchronous signals and promotes their propagation along weak connections (“communication through resonance”). The emergence of coherent oscillations is a natural consequence of synchronous activity propagation and therefore the assumption of different mechanisms that create oscillations and provide coherence is not necessary. Moreover, the phase-locking of oscillations is a side effect of communication rather than its requirement. Finally, we show how the state of ongoing activity could affect the communication through resonance and propose that modulations of the ongoing activity state could influence information processing in distributed cortical networks.
机译:皮质通过专门的大脑区域的分布式网络处理刺激。这种处理需要能够在弱连接的皮质区域内传递神经元活动的机制。到目前为止,提出的路由模型要么限于在强连接的网络上传播尖峰活动,要么需要不同的机制来产生局部振荡并在远处的皮质区域之间建立起连贯性。在这里,我们提出了一种新颖的机制,该机制解释了同步峰值活动如何在振荡所支持的弱连接大脑区域之间传播。在我们的模型中,振荡活动引起网络共振,从而放大微弱的同步信号并促进其沿弱连接传播(“通过共振进行通信”)。相干振荡的出现是同步活动传播的自然结果,因此无需假设会产生振荡并提供相干性的不同机制。而且,振荡的锁相是通信的副作用而不是其要求。最后,我们展示了正在进行的活动状态如何通过共振影响通信,并提出了对正在进行的活动状态的调制可能会影响分布式皮质网络中的信息处理。

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