My intuition is that topology will be a key tool for neuroscientists and AI/ML researchers in this century.
So I was very happy to come across this excellent paper on the topology of spatial navigation, with natural links to more abstract maps.
https://www.frontiersin.org/articles/10.3389/fncom.2016.00018/full
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