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The Brain Connectivity Workshops: Moving the frontiers of computational systems neuroscience

机译:脑连通性研讨会:移动计算系统神经科学的前沿

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摘要

Understanding the link between neurobiology and cognition requires that neuroscience moves beyond mere structure-function correlations. An explicit systems perspective is needed in which putative mechanisms of how brain function is constrained by brain structure are mathematically formalized and made accessible for experimental investigation. Such a systems approach critically rests on a better understanding of brain connectivity in its various forms. Since 2002, frontier topics of connectivity and neural system analysis have been discussed in a multidisciplinary annual meeting, the Brain Connectivity Workshop (BCW), bringing together experimentalists and theorists from various fields. This article summarizes some of the main discussions at the two most recent workshops, 2006 at Sendai, Japan, and 2007 at Barcelona, Spain: (i) investigation of cortical micro- & macrocircuits, (ii) models of neural dynamics at multiple scales, (iii) analysis of “resting state” networks, and (iv) linking anatomical to functional connectivity. Finally, we outline some central challenges and research trajectories in computational systems neuroscience for the next years.
机译:理解神经生物学和认知之间的联系要求神经科学超越单纯的结构-功能相关性。需要一个明确的系统视角,其中将数学上形式化了大脑功能如何限制大脑功能的推定机制并使之可用于实验研究。这样的系统方法关键在于更好地理解各种形式的大脑连接性。自2002年以来,在一次跨学科的年度会议“脑连通性研讨会”(BCW)上讨论了连通性和神经系统分析的前沿主题,来自各个领域的实验学家和理论家都聚集在此。本文总结了2006年在日本仙台市和2007年在西班牙巴塞罗那举行的两个最新研讨会上的一些主要讨论:(i)皮层微电路和宏观电路的研究,(ii)多尺度神经动力学模型, (iii)分析“静止状态”网络,以及(iv)将解剖学与功能连接联系起来。最后,我们概述了未来几年神经系统在计算系统中的一些主要挑战和研究轨迹。

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