A new automated spectral feature extraction method and its application in spectral classification and defective spectra recovery
出版年份 2016 全文链接
标题
A new automated spectral feature extraction method and its application in spectral classification and defective spectra recovery
作者
关键词
-
出版物
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume 465, Issue 4, Pages 4311-4324
出版商
Oxford University Press (OUP)
发表日期
2016-11-09
DOI
10.1093/mnras/stw2894
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Measuring photometric redshifts using galaxy images and Deep Neural Networks
- (2016) B. Hoyle Astronomy and Computing
- Restricted Boltzmann machine: a non-linear substitute for PCA in spectral processing
- (2015) Yude Bu et al. ASTRONOMY & ASTROPHYSICS
- An autoencoder of stellar spectra and its application in automatically estimating atmospheric parameters
- (2015) Tan Yang et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Rotation-invariant convolutional neural networks for galaxy morphology prediction
- (2015) Sander Dieleman et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Restricted Boltzmann machine: a non-linear substitute for PCA in spectral processing
- (2015) Yude Bu et al. ASTRONOMY & ASTROPHYSICS
- SkyNet: an efficient and robust neural network training tool for machine learning in astronomy
- (2014) Philip Graff et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Representation Learning: A Review and New Perspectives
- (2013) Y. Bengio et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
- (2012) Geoffrey Hinton et al. IEEE SIGNAL PROCESSING MAGAZINE
- Relative flux calibration for the Guoshoujing Telescope (LAMOST)
- (2012) Yi-Han Song et al. Research in Astronomy and Astrophysics
- CLASSIFICATION OF STELLAR SPECTRA WITH LOCAL LINEAR EMBEDDING
- (2011) Scott F. Daniel et al. ASTRONOMICAL JOURNAL
- Automatic spectral classification of stellar spectra with low signal-to-noise ratio using artificial neural networks
- (2011) S. G. Navarro et al. ASTRONOMY & ASTROPHYSICS
- Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition
- (2011) G. E. Dahl et al. IEEE Transactions on Audio Speech and Language Processing
- PRINCIPAL COMPONENT ANALYSIS OF SLOAN DIGITAL SKY SURVEY STELLAR SPECTRA
- (2010) Rosalie C. McGurk et al. ASTRONOMICAL JOURNAL
- DATA MINING AND MACHINE LEARNING IN ASTRONOMY
- (2010) NICHOLAS M. BALL et al. INTERNATIONAL JOURNAL OF MODERN PHYSICS D
- REDUCING THE DIMENSIONALITY OF DATA: LOCALLY LINEAR EMBEDDING OF SLOAN GALAXY SPECTRA
- (2009) Jake Vanderplas et al. ASTRONOMICAL JOURNAL
- EXPLOITING LOW-DIMENSIONAL STRUCTURE IN ASTRONOMICAL SPECTRA
- (2009) Joseph W. Richards et al. ASTROPHYSICAL JOURNAL
- Semantic hashing
- (2008) Ruslan Salakhutdinov et al. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started