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重建与模拟新皮层微电路

Reconstruction and Simulation of Neocortical Microcircuitry.

机构信息

Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL) Biotech Campus, 1202 Geneva, Switzerland; Laboratory of Neural Microcircuitry, Brain Mind Institute, EPFL, 1015 Lausanne, Switzerland.

Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL) Biotech Campus, 1202 Geneva, Switzerland.

出版信息

Cell. 2015 Oct 8;163(2):456-92. doi: 10.1016/j.cell.2015.09.029.


DOI:10.1016/j.cell.2015.09.029
PMID:26451489
Abstract

UNLABELLED: We present a first-draft digital reconstruction of the microcircuitry of somatosensory cortex of juvenile rat. The reconstruction uses cellular and synaptic organizing principles to algorithmically reconstruct detailed anatomy and physiology from sparse experimental data. An objective anatomical method defines a neocortical volume of 0.29 ± 0.01 mm(3) containing ~31,000 neurons, and patch-clamp studies identify 55 layer-specific morphological and 207 morpho-electrical neuron subtypes. When digitally reconstructed neurons are positioned in the volume and synapse formation is restricted to biological bouton densities and numbers of synapses per connection, their overlapping arbors form ~8 million connections with ~37 million synapses. Simulations reproduce an array of in vitro and in vivo experiments without parameter tuning. Additionally, we find a spectrum of network states with a sharp transition from synchronous to asynchronous activity, modulated by physiological mechanisms. The spectrum of network states, dynamically reconfigured around this transition, supports diverse information processing strategies. PAPERCLIP: VIDEO ABSTRACT.

摘要

未加标签:我们呈现了幼年大鼠体感皮层的第一份数字重建草案。该重建使用细胞和突触组织原则,从稀疏的实验数据中算法重建详细的解剖结构和生理学。一种客观的解剖方法定义了一个 0.29 ± 0.01mm³ 的新皮层体积,其中包含约 31000 个神经元,而膜片钳研究则确定了 55 种具有特定形态的和 207 种形态电神经元亚型。当数字化重建的神经元被定位在该体积中,并且突触形成受到生物性囊泡密度和每个连接的突触数量的限制时,它们的重叠树突形成了约 800 万个连接,具有约 3700 万个突触。模拟实验无需调整参数就能再现一系列的体外和体内实验。此外,我们发现了一系列的网络状态,其从同步到异步活动的转变非常明显,受生理机制调节。围绕着这个转变,网络状态的频谱动态重新配置,支持多种信息处理策略。

备注:这是一篇关于数字化重建幼年大鼠体感皮层的论文,其中包括了对神经元形态、连接和网络状态的分析。

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Reconstruction and Simulation of Neocortical Microcircuitry.

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