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Stochastic Generation of Gamma-Band Activity in Primary Visual Cortex of Awake and Anesthetized Monkeys

机译:清醒和麻醉的猴子的初级视觉皮层中伽马带活动的随机生成。

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摘要

Oscillatory neural activity within the gamma band (25–90 Hz) is generally thought to be able to provide a timing signal for harmonizing neural computations across different brain regions. Using time–frequency analyses of the dynamics of gamma-band activity in the local field potentials recorded from monkey primary visual cortex, we found identical temporal characteristics of gamma activity in both awake and anesthetized brain states, including large variability of peak frequency, brief oscillatory epochs (<100 ms on average), and stochastic statistics of the incidence and duration of oscillatory events. These findings indicate that gamma-band activity is temporally unstructured and is inherently a stochastic signal generated by neural networks. This idea was corroborated further by our neural-network simulations. Our results suggest that gamma-band activity is too random to serve as a clock signal for synchronizing neuronal responses in awake as in anesthetized monkeys. Instead, gamma-band activity is more likely to be filtered neuronal network noise. Its mean frequency changes with global state and is reduced under anesthesia.
机译:一般认为,γ波段(25–90 Hz)内的振荡神经活动能够提供一个定时信号,以协调不同大脑区域的神经计算。通过对猴子初级视觉皮层记录的局部场电位中的伽玛带活动动力学进行时频分析,我们发现清醒和麻醉状态下的伽玛活动具有相同的时间特征,包括峰值频率的大变化,短暂振荡周期(平均<100 ms),以及振荡事件的发生率和持续时间的随机统计。这些发现表明,伽马带活动在时间上是非结构化的,并且本质上是由神经网络生成的随机信号。我们的神经网络仿真进一步证实了这一想法。我们的结果表明,与麻醉猴子一样,γ波段活动太随机而无法用作时钟信号,无法在清醒时同步神经元反应。取而代之的是,γ波段活动更可能是被过滤的神经元网络噪声。其平均频率随整体状态而变化,并在麻醉下降低。

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