I recently made a small post on the generative properties of SDRs when combined with certain training algorithms. It’s based on K-sparse autoencoders. A blog post is available here: http://twistedkeyboardsoftware.com/?p=145
It’s not directly HTM related, but it does involve SDRs (binary sparse codes). Perhaps it is useful for HTM in some way as well.