The semantic pointer architecture is a vector symbolic architecture where high-dimensional sparse vectors represent concepts. These concepts can be mathematical, linguistic or sensory. In all of the experiments I've seen these vectors are assigned randomly
In the case of mathematical and linguistic, are there any theories or experiments investigating how these vectors may be formed? Is this a relevant topic for investigation? If not, why?