Kanerva's approach has been championed by Jeff Hawkins' Numenta and Redwood Neuroscience Institute. Numenta uses the terminology Sparse Distributed Representations (SDR).

While the theoretical basis seems sound, a practical implementation comparable to the SOTA is lacking.