I had to give a talk on place and grid cells and there it happens that data is decorrelated in the (hippocampal CA areas, strongest in the CA3) to get the most efficient/basic representation, i.e. We humans process things we see as correlated data within our brain. If you are not interested in a biological motivation, you may go ahead however I hope this helps. Maybe it's appropriate to mention/drop some fact from my neurobiology or machine learning class. R-bloggers - blog aggregator with statistics articles generally done with R software.
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