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The physics of living neural networks

机译:生命神经网络的物理学

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摘要

Improvements in technique in conjunction with an evolution of the theoretical and conceptual approach to neuronal networks provide a new perspective on living neurons in culture. Organization and connectivity are being measured quantitatively along with other physical quantities such as information, and are being related to function. In this review we first discuss some of these advances, which enable elucidation of structural aspects. We then discuss two recent experimental models that yield some conceptual simplicity. A one-dimensional network enables precise quantitative comparison to analytic models, for example of propagation and information transport. A two-dimensional percolating network gives quantitative information on connectivity of cultured neurons. The physical quantities that emerge as essential characteristics of the network in vitro are propagation speeds, synaptic transmission, information creation and capacity. Potential application to neuronal devices is discussed.
机译:技术的改进与神经元网络的理论和概念方法的发展相结合,为文化中的活神经元提供了新的视角。组织和连​​通性与其他物理量(如信息)一起进行定量测量,并且与功能相关。在这篇综述中,我们首先讨论其中的一些进展,这些进展可以阐明结构方面。然后,我们讨论两个最近的实验模型,这些模型产生了一些概念上的简化。一维网络可以与分析模型进行精确的定量比较,例如传播和信息传输。二维渗流网络提供了有关培养的神经元连通性的定量信息。作为体外网络基本特征出现的物理量是传播速度,突触传递,信息创建和容量。讨论了在神经元设备中的潜在应用。

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