Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data?

Maria Osório, Luís Sa-Couto, Andreas Wichert

It is generally assumed that the brain uses something akin to sparse distributed representations. These representations, however, are high-dimensional and consequently they affect…