They claim that how memories are stored in the brain over decades is a mystery. But even simple Hopfield networks have stable fix-points to a few gradual deletions, especially if new neurons come into replenish them. I very much doubt that the major mechanism in the brain can be explained with this phenomenon, though the protein mechanics of synapses could certainly be aided or realized with this as a crucial component.