The brain theory ends in HTM with a set of cell activations that represent something. In the brain, it means something, but to an outsider, it means nothing. So we do the standard machine learning classification on it to make it mean something in the context of the input space. If you are confused about why these representations are meaningless outside the system, read Agency, Identity and Knowledge Transfer.
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