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Re:Scientists discover hidden patterns of brain activity by rch on Monday September 11, 2017 @11:01AM (#15218993)
This paper (2008) describes the general approach, including the use of Betti numbers for classification of observed phenomena (in primates, not in silico):

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2924880/

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