[D] What neural networks can be an alternative to GARCH/ARCH models for macroeconomic modelling

I am looking for topics for my master thesis I came to read about GARCH/ARCH models and their application to economics. My idea is to use neural networks as an alternative with better performance. Are there any resources I can read about if this is done and what type of neural networks are used?

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