Object / concept representation in high-dimensional space

I can see the immediate application in the oscillatory lower brain stem systems I have been studying.

It would be interesting to see if there is also a tie to “static” HTM/SDR model.

The thalamocortical oscillation and inter-map recruitment come to mind in the cortex but I don’t see how the HTM/SDR system could incorporate this insight.