The Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 contain research results of leading international researchers in the field of brain-computer interfacing, neural engineering, and cognitive rehabilitation. The research combines state-of-the-art technology with recent advancements in machine learning and neuroscience.