Asymmetric confidence when predicting a symmetric signal

[marty1885]

There is a solution for the problem. But it is more computationally expensive and not implemented in NuPIC.

Detailed discussion here:

Exploring the "Repeating Inputs" problem

I thought I would start a thread to discuss and share ideas on how to solve the “repeating inputs” problem that the temporal memory algorithm currently experiences. For those not familiar with the problem, this thread goes into it in some detail with visuals. Kicking off the discussion, I thought I would start with the idea that I suggested in the above thread: Here is a demo of the above strategy in action. In this case I simply added “max new synapse count” new synapses each timestep (up …