Over the past few years, I've been working on a neural-network library for MCUs called https://github.com/GiorgosXou/NeuralNetworks. I put a lot of effort into making it as simple as possible while still powerful... yet somehow I'm still broke :P ... Ask me anything about it I'd be more than happy to answer. Feel free to try it, I've pined an external-link to the source-code