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Early work on this approach is contained in Jean-Pierre Aubin's book on neural networks written back in'96 where he used differential equation/inclusions and control theoretic approaches to study neural networks, see here https://www.amazon.com/Neural-Networks-Qualitative-Physics-V...

Wow, Jean-Pierre Aubin mentioned on first comment on HN, that makes me so happy. I have had him as a teacher 20 years ago, an incredible teacher, always grounding the maths into their history, and its social production, with descriptions of Banach life and others along with their motivations.

Thanks to Aubin, I did my PhD in AI a long time ago and am still working in the field now!

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