Real-time regression analysis with deep convolutional neural networks [CL]

http://arxiv.org/abs/1805.02716


We discuss the development of novel deep learning algorithms to enable real-time regression analysis for time series data. We showcase the application of this new method with a timely case study, and then discuss the applicability of this approach to tackle similar challenges across science domains.

Read this paper on arXiv…

E. Huerta, D. George, Z. Zhao, et. al.
Wed, 9 May 18
19/55

Comments: 3 pages. Position Paper accepted to SciML2018: DOE ASCR Workshop on Scientific Machine Learning. North Bethesda, MD, United States, January 30-February 1, 2018