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Paper: Convolutional Neural Networks in Astronomy, and Applications for Diffuse Structure Discovery
Volume: 522, Astronomical Data Analysis Software and Systems XXVII
Page: 381
Authors: Peek, J. E. G.; Jones, C. K.; Hargis, J.
Abstract: Convolutional Neural Networks have more than doubled in their usage in the astronomy literature every year since 2014. We briefly explain the structure of these image-processing neural networks and how they have been used in astronomy so far. We demonstrate how “transfer learning” can help us use these networks as a discovery machine for diffuse structures in astronomical imaging databases.
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