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Scott Purdy edited this page Aug 30, 2013 · 8 revisions

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.

Differences Between White Paper and Implementation

TODO

Temporal Pooling

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

History

TODO: add information on the historical evolution and experiments with the TP.

When What
??? Backtracking
??? Sequence Resets

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