> Train a decoder on rich neural recordings, then test it on entirely new thoughts chosen under blinded conditions.

There have been enough studies about this and the result is mostly the same: it's difficult to nearly impossible to reliable decode neural recordings that differ from the distribution of neural recordings that the decoder was trained on. There are a lot of reasons why this happens, electrical activity being insufficient is not one of them.