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 2 基于Chung-Lu算法的回声状态网络均方误差

Tab.2 Mean squared 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 MSE0 MSE1 MSE2 MSE0 MSE1 MSE2 MSE0 MSE1 MSE2 50 3.5531×10−8 3.5210×10−8 2.2331×10−8 3.8731×10−8 3.3277×10−8 3.0108×10−8 5.3602×10−6 4.9653×10−6 4.9033×10−6 100 3.1707×10−8 3.1439×10−8 2.1055×10−8 2.7786×10−8 2.3975×10−8 1.8670×10−8 5.0159×10−6 2.8118×10−6 8.0285×10−7 150 2.0003×10−8 1.7647×10−8 1.1835×10−8 2.4719×10−8 1.9192×10−8 1.6819×10−8 3.4854×10−6 1.4670×10−6 3.9945×10−7 200 3.6210×10−8 2.8335×10−8 1.7918×10−8 2.2193×10−8 2.1550×10−8 1.8878×10−8 4.8723×10−6 3.3225×10−6 7.6476×10−7