What is the best way to represent a set of synapses per dendrite per cell?

[Bitking]

Perhaps this?

Path based SDRs (Dendrite Trees)

In an earlier post, I mentioned that I have been trying to work out how to form the cortical.io retina using HTMs. This effort has led me to work through what operations are being performed by HTMs and how to compute with these primitives. The basic task of the conversion between a stream of data and a spatial distribution of the semantically related SDRs requires that the somewhere in the computations there is a sense of location in the cell bodies. I also wanted to work within the restrictio…