I am trying to estimate (even if it is pessimistic) the capacity of a single-layer htm model analytically. I think it depends on several characteristics of the model like the number of columns, number of cells per column and the sparsity.

I have various doubts:

- What is the best way to express the capacity? Perhaps it can be estimated by the number of possible transitions?
- Is there any formula for this?
- Taking into account the entropy of the input data, exceeded the capacity of the model, How does the process of â€śforgettingâ€ť occur?

Maybe you can help me and guide me to some references.

Thanks,

rtaranco.