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Synaptic Plasticity Controls Sensory Responses through Frequency-Dependent Gamma Oscillation Resonance

机译:突触可塑性通过依赖于频率的伽马振荡共振来控制感觉反应。

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摘要

Synchronized gamma frequency oscillations in neural networks are thought to be important to sensory information processing, and their effects have been intensively studied. Here we describe a mechanism by which the nervous system can readily control gamma oscillation effects, depending selectively on visual stimuli. Using a model neural network simulation, we found that sensory response in the primary visual cortex is significantly modulated by the resonance between “spontaneous” and “stimulus-driven” oscillations. This gamma resonance can be precisely controlled by the synaptic plasticity of thalamocortical connections, and cortical response is regulated differentially according to the resonance condition. The mechanism produces a selective synchronization between the afferent and downstream neural population. Our simulation results explain experimental observations such as stimulus-dependent synchronization between the thalamus and the cortex at different oscillation frequencies. The model generally shows how sensory information can be selectively routed depending on its frequency components.
机译:人们认为神经网络中的同步伽马频率振荡对感觉信息处理很重要,并且已经对其作用进行了深入研究。在这里,我们描述了一种机制,通过该机制神经系统可以根据视觉刺激轻松控制伽玛振荡效应。使用模型神经网络仿真,我们发现,“自发”和“刺激驱动”振荡之间的共振显着调节了主视觉皮层的感觉反应。 γ共振可以通过丘脑皮质连接的突触可塑性精确控制,并且皮质共振根据共振条件而有区别地调节。该机制在传入和下游神经种群之间产生选择性同步。我们的模拟结果解释了实验观察,例如丘脑和皮层在不同振荡频率下的依赖刺激的同步。该模型通常显示感官信息如何根据其频率分量进行选择性路由。

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