PSO-DBN-master
所属分类：其他
开发工具：matlab
文件大小：6827KB
下载次数：9
上传日期：2021-03-03 10:19:33
上 传 者：
faye2718
说明： 这是一种新的结合方式，对参数进行优化 取得更好的结果
(This is a new way to optimize the parameters and get better results)
文件列表:
Face_Recognition_DBN_ELM_crossvalindation.m (4839, 2019-09-05)
PSO_DBNELMcross_main.m (5452, 2019-09-05)
PSO_dbnelm_cross.m (1410, 2019-09-05)
drivFace600.mat (7152017, 2019-09-05)
pso_fitnessnew.m (3155, 2019-09-05)
rbm1.m (4610, 2019-09-05)
# 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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