具有小世界拓扑的神经网络的自组织临界性

2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Pub Date : 2022-09-14 DOI:10.1109/DCNA56428.2022.9923224

Illarion Ushakov, M. Mishchenko, V. Matrosov

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摘要

研究了具有“小世界”拓扑结构的神经网络的自组织临界现象。我们研究了耦合强度的临界值作为网络中总连接数的函数。临界耦合强度与连接数的关系服从幂律。

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Self-organized criticality in a neural network with the small-world topology

The phenomenon of self-organized criticality in a neural network with the “Small-world” topology has been studied. We studied the critical value of coupling strength as a function of the total number of connections in the network. The dependence of critical coupling strength on the number of connections obeys the power law.

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2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

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