[quote="Timo_1028, post:3, topic:1951"]
But the input always makes the entire column become active, because it is 
connected to the column and not individual cells in the column, right? That 
seems contradictory.
[/quote]

When a column is activated, as determined by the spatial pooler, one of two 
things can happen with regard to the cells inside the column. If there are no 
cells in the column that are in a slightly depolarized "predicted" state, all 
the cells within the column become active together (bursting). There have been 
observations in biological experiments that cell firing activity becomes more 
dense in the presence of unpredictable patterns versus repetitive, predictable 
patterns. Alternatively, if there are any combination of cells in the column 
that are in a predicted state, that subset of cells become active first and 
inhibit all of their neighbors in the column.





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