Correct me if I'm wrong, but from what I know about the brain, the title is misleading. What the team of scientists found seems to be more like a more detailed explanation of how the brain actually goes about storing the memories, not encoding them. Finding how the brain encodes the memories should unveil the API the brain uses and eventually lead us to exploring the way we could read the data from the brain.