In this this post I propose that: An interesting side note on path based SDRs is the biologically plausible enforcement of scarcity - there could also be the metabolic equivalent of a growth promoter shared over the length of each path SDR. An “empty” dendrite could grow a lot from whatever activation it receives - a “full” dendrite would starve older synapses to reinforce new synapse learning.