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Pathologies in functional connectivity, feedback control and robustness: a global workspace perspective on autism spectrum disorders

机译:功能连通性,反馈控制和鲁棒性中的病理:自闭症谱系障碍的全球工作空间观点

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We study the background to problems of functional connectivity in autism spectrum disorders within the neurocognitive framework of the global workspace model. This we proceed to do by observing network irregularities detracting from that of a well-formed small world network architecture. This is discussed in terms of pathologies in functional connectivity and lack of central coherence disrupting inter-network communication thus impairing effective cognitive action. A typical coherence-connectivity measure as a by-product of various neuroimaging results is considered. This is related to a model of feedback control in which a coherence function in the frequency domain is modified by an environmentally determined interaction parameter. With respect to the latter, we discuss the stability question that in theory may counterbalance inessential metabolic costs and incoherence of processing. We suggest that factors such as local overconnectivity and global underconnectivity, along with acute over-expenditure of metabolic costs give rise to instability within the connective core of the workspace.
机译:我们研究了在全球工作空间模型的神经认知框架内自闭症谱系障碍中功能连接性问题的背景。我们通过观察网络异常情况来进行此操作,这些异常情况会破坏结构良好的小型世界网络体系结构。这是根据功能连接中的病理学以及缺乏中央连贯性破坏网络间通信从而损害有效的认知行为来讨论的。考虑了作为各种神经成像结果的副产品的典型相干连通性度量。这涉及反馈控制的模型,其中通过环境确定的交互参数来修改频域中的相干函数。关于后者,我们讨论了稳定性问题,即理论上可以抵消不必要的代谢成本和加工的不连贯性。我们建议,诸如局部过度连通性和整体连通性不足之类的因素,以及新陈代谢成本的急剧超支,会导致工作空间的连通核心内的不稳定。

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