论文标题

使用回声状态网络方法对储层观察者进行参数实验分析

Parameter Experimental Analysis of the Reservoirs Observers using Echo State Network Approach

论文作者

Arroyo, Diana C. Roca, Saire, Josimar E. Chire

论文摘要

动态系统具有多种应用程序,用于在此期间生成的新信息。许多现象,例如物理,化学或社会不是静态的,那么在时间上进行分析是必要的。在这项工作中,进行了模型回声网络参数的实验分析,并探索了复杂网络的影响,以了解对性能的影响。实验是使用Rossler吸引子进行的。

Dynamical systems has a variety of applications for the new information generated during the time. Many phenomenons like physical, chemical or social are not static, then an analysis over the time is necessary. In this work, an experimental analysis of parameters of the model Echo State Network is performed and the influence of the kind of Complex Network is explored to understand the influence on the performance. The experiments are performed using the Rossler attractor.

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