Deep-Learning the Time Domain
Proceedings of the International Astronomical Union(2017)
摘要
“Deep learning” is finding more and more applications everywhere, and astronomy is not an exception. This talk described the application of convolutional neural networks to time-domain astronomy, specifically to light-curves of sources. The work that is discussed is based on a published paper to which reference can be made for more detail. The talk finished with a note cautioning new practitioners about the pitfalls lurking in out-of-the-box use of deep-learning techniques.
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关键词
Deep learning,Convolutional neural network,Artificial intelligence,Computer science,Time domain,Work (electrical)
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