Spectroscopy and Spectral Analysis, Volume. 40, Issue 10, 3298(2020)
Study on Spectra Decomposition of White Dwarf Main-Sequence Binary Stars Based on Generation Antagonistic Network
Figures & Tables(9)
Table 1. The structure of the network model
View tableView in ArticleTable 1. The structure of the network model
net layer neurons activation function Q input 16 220 ReLU Q hidden_1 4 096 ReLU Q hidden_2 1 024 ReLU Q hidden_3 512 ReLU Q output 256 Sigmoid Pa, Pb input 256 ReLU Pa, Pb hidden_1 4 096 ReLU Pa, Pb hidden_2 1 024 ReLU Pa, Pb hidden_3 512 ReLU Pa, Pb output 256 Sigmoid Da, Db input 16 220 ReLU Da, Db hidden 1 024 ReLU Da, Db output 1 Sigmoid Dx input 256 ReLU Dx hidden 128 ReLU Dx output 1 Sigmoid
Table 2. The comparison of the two methods
View tableView in ArticleTable 2. The comparison of the two methods
plate, MJD, fiberid χ2
WDtempχ2
MtempNet
WDtempNet M
temp0313-51673-0543 16 000 3 200 16 000 3 300 0335-52000-0489 19 000 3 800 18 000 3 900 0350-51691-0007 16 000 3 800 16 000 4 000 0352-51789-0045 35 000 2 800 35 000 2 700 0360-51816-0185 14 000 3 800 14 000 4 000 0421-51821-0463 16 000 3 300 16 000 3 100 0434-51885-0421 15 000 3 000 14 000 3 000 0438-51884-0634 50 000 3 700 50 000 3 500 0452-51911-0067 15 000 2 900 15 000 2 800 0473-51929-0023 50 000 3 600 50 000 3 500
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Bin JIANG, Mei-xia QU, Qing-wei LI, Shu-hua CAO, Yun-peng ZHONG. Study on Spectra Decomposition of White Dwarf Main-Sequence Binary Stars Based on Generation Antagonistic Network[J]. Spectroscopy and Spectral Analysis, 2020, 40(10): 3298
Paper Information
Category: Research Articles
Received: Jul. 16, 2019
Accepted: --
Published Online: Jun. 18, 2021
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