TM’s ability to generalize

[sunguralikaan]

@bkutt

The SP handles semantically similar static input states but not semantically similar temporal contexts

I think I understand what you mean but I do not think temporal similarity is possible without somehow reducing or sampling multiple transitions into a single activation. TM only samples from the previous activation so it cannot create that semantically similar temporal context. It can only represent a transition. I would speculate that Temporal Pooling is what you want.