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 4 基于Chung-Lu算法的回声状态网络运行时间

Tab.4 Running time of echo state networks based on Chung-Lu algorithm

d MG-16数据集 MG-17数据集 MSO数据集 tr,0/s tr,1/s tr,2/s tr,0/s tr,1/s tr,2/s tr,0/s tr,1/s tr,2/s 50 35.6381 35.7020 35.6654 35.3828 35.8839 35.4419 35.4332 35.8086 35.7588 100 45.5377 45.5577 45.5575 45.3377 45.4323 45.3835 45.2475 45.3839 45.2590 150 55.1278 55.4627 55.2818 55.1536 55.4111 55.3013 54.7269 54.9008 54.8694 200 64.7867 64.8419 64.8078 64.4172 64.6707 64.5829 63.7747 65.0591 64.0535