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Temporal Pooler
Scott Purdy edited this page Aug 30, 2013
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See the CLA white paper for information on the temporal pooler. There is a code example for using the TP directly in $NUPIC/examples/tp/hello_tp.py.
TODO
Temporal pooling allows cells to be predicted further back so that cells representing temporal patterns become active for longer and longer as you go up the hierarchy. The theory for how this works is still very speculative. For some information, see this mailing list conversation: http://markmail.org/thread/ilr3l3fsvrhvbjdu
TODO: add information on the historical evolution and experiments with the TP.
| When | What |
|---|---|
| ??? | Backtracking |
| ??? | Sequence Resets |