Severo Ochoa Basics of Neural Networks 2023

Deep learning (DL) is a family of techniques widely used in multiple fields with excellent results. Unfortunately, due to its steep learning curve, its use is not as extended as desirable. Several domain-specific libraries have been developed to facilitate the use of these DL models with modest success. For the widespread adoption of these techniques, researchers should be able to design and use their own DL models. Image classification is one of the main problems in astrophysics.

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Rainer Schödel (Chair), IAA-CSIC, Spain
Laura Darriba, IAA-CSIC, Spain
Javier Moldón, IAA-CSIC, Spain