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Cortical Phase Transitions: Propertiesdemonstrated In Continuum Simulationsrnat Mesoscopic And Macroscopic Scales

机译:皮质相变:在介观和宏观尺度连续谱模拟中展示的特性

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Continuum simulations of cortical dynamics permit consistent simulations to be performed at different spatial scales, using scale-adjusted parameter values. Properties of the simulations described here accord with Freeman's experimental and theoretical findings on gamma synchrony, phase transition, phase cones, and null spikes. State equations include effects of retrograde action potential propagation into dendritic trees, and kinetics of AMPA, GABA, and NMDA receptors. Realistic field potentials and pulse rates, gamma resonance and oscillation, and 1/f~2 background activity are obtained. Zero-lag synchrony and traveling waves occur as complementary aspects of cortical transmission, and lead/lag relations between excitatory and inhibitory cell populations vary systematically around transition to autonomous gamma oscillation. Autonomous gamma is initiated by focal excitation of excitatory cells and suppressed by laterally spreading trans-cortical excitation. By implication, patches of cortex excited to gamma oscillation can mutually synchronize into larger fields, self-organized into sequences by mutual negative feedback relations, while the sequence of synchronous fields is regulated both by cortical/subcortical interactions and by traveling waves in the cortex - the latter observable as phase cones. At a critical level of cortical excitation, just before transition to autonomous gamma, patches of cortex exhibit selective sensitivity to action potential pulse trains modulated in the gamma band, while autonomous gamma releases pulse trains modulated in the same band, implying coupling of input and output modes. Transition between input and output modes may be heralded by phase slips and null spikes. Synaptic segregation by retrograde action potential propagation implies state-specific synaptic information storage.
机译:皮层动力学的连续模拟允许使用比例调整后的参数值在不同的空间比例上执行一致的模拟。此处描述的仿真属性与Freeman在伽马同步,相变,相锥和空尖峰方面的实验和理论发现相符。状态方程包括逆行动作电位传播到树状树中的影响,以及AMPA,GABA和NMDA受体的动力学。获得了现实的场势和脉冲率,伽玛共振和振荡以及1 / f〜2背景活性。零滞后同步波和行波是皮层传输的互补方面,在兴奋性和抑制性细胞群之间的超前/滞后关系在过渡到自主性伽马振荡周围系统地变化。自主伽马通过兴奋性细胞的局部激发而启动,并通过横向扩展的跨皮层激发而抑制。言外之意,被伽玛振荡激发的皮层斑块可以相互同步成更大的场,通过相互的负反馈关系自组织成序列,而同步场的序列既受皮层/皮层下相互作用又受皮层中的行波调节-后者可观察为相锥。在皮质激发的临界水平上,就在过渡到自主伽马之前,皮质斑块对在伽马波段调制的动作电位脉冲序列表现出选择性的敏感性,而自主伽马释放在同一波段调制的脉冲序列,这意味着输入和输出耦合模式。输入和输出模式之间的过渡可以通过相位滑动和零尖峰来预示。通过逆行动作电位传播进行的突触隔离意味着特定状态的突触信息存储。

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