Information Theory Considerations in Patch-based bla.pdf (304.23 kB)
Information Theory Considerations In Patch-Based Training Of Deep Neural Networks On Seismic Time-Series
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posted on 2018-12-05, 04:13 authored by Jesper Soeren DramschJesper Soeren Dramsch, Mikael LüthjeRecent advances in machine learning relies on convolutional deep neural networks. These are often trained on cropped image patches. Pertaining to non-stationary seismic signals this may introduce low frequency noise and non-generalizability.