FWA-DBN(可运行、无数据集)
所属分类：matlab编程
开发工具：matlab
文件大小：74KB
下载次数：17
上传日期：2020-12-13 21:08:27
上 传 者：
秋风暖暖666
说明： 烟花算法用于优化DBN算法程序，可以运行 欢迎测试
(Fireworks algorithm used to optimize DBN algorithm program)
文件列表:
001.mat (686, 2020-11-26)
006.mat (24630, 2020-11-29)
FWA-DBN(可运行) (0, 2020-11-30)
FWA-DBN(可运行)\006（不可用）.mat (24630, 2020-11-29)
FWA-DBN(可运行)\PSO_DBNELMcross_main.asv (5419, 2020-11-29)
FWA-DBN(可运行)\PSO_DBNELMcross_main.m (5419, 2020-11-29)
FWA-DBN(可运行)\PSO_dbnelm_cross.asv (4201, 2020-11-29)
FWA-DBN(可运行)\PSO_dbnelm_cross.m (4201, 2020-11-29)
FWA-DBN(可运行)\pso_fitnessnew.m (3161, 2020-11-27)
FWA-DBN(可运行)\rbm1.m (4629, 2020-11-27)
PSO_DBNELMcross_main.asv (5419, 2020-11-29)
PSO_DBNELMcross_main.m (5419, 2020-11-29)
PSO_dbnelm_cross.asv (4201, 2020-11-29)
PSO_dbnelm_cross.m (4201, 2020-11-29)
pso_fitnessnew.m (3161, 2020-11-27)
rbm1.m (4629, 2020-11-27)
Untitled.m (12, 2020-11-27)
# PSO-DBN
By using 3-layer DBN to extract features embed in original image data, then fed the features into a extreme learning machine(ELM) for classification. Due to the difficulty in hiiden-nodes selection then PSO was applied to select it automatically ,and PSO aimed to minimize the fitness function that is the accuracy of DBN-ELM crossvalidation classifcition
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