I am using TM for predicting a sinus wave where TM is directly connected with Scalar Encoder (n=1024, w=21).
After learning, I turn TM in inference mode and observe the predictive cells.
I found that there is one bucket, by which TM is NOT able to bring some cells into predictive states, I.e. no predictive cells at every period.
Could anyone explain this phenomenon and recommend me to avoid this?