基于无标度网络的类脑储备池拓扑设计

刘瑄昀,闫莹,於志勇,黄昉菀

Topological design of brain-like reservoir based on scale-free network

Xuanyun LIU,Ying YAN,Zhiyong YU,Fangwan HUANG

表 3 基于Chung-Lu算法的回声状态网络平均绝对百分比误差

Tab.3 Mean absolute percentage error of echo state networks based on Chung-Lu algorithm

d MG-16数据集 MG-17数据集 MSO数据集 MAPE0 MAPE1 MAPE2 MAPE0 MAPE1 MAPE2 MAPE0 MAPE1 MAPE2 50 0.5009 0.5005 0.4150 0.3379 0.2793 0.2639 1.5446 1.3366 0.9384 100 0.4731 0.4540 0.3646 0.2937 0.2631 0.1985 1.3993 1.3220 0.7765 150 0.3527 0.3481 0.3193 0.2582 0.2164 0.1708 0.9764 0.8719 0.6432 200 0.5072 0.4472 0.3466 0.3037 0.2956 0.2038 1.6463 1.2308 0.8766