I just wanted to poke my head in to remind everyone that this is a hard, unsolved problem. Signal analysis has potential as an application of HTM, but I think we need to extract features from the signal (or feature windows) instead of sending in the raw signal. This is the same idea as using DL to extract features from video.
Also, recommended reading: