A new paper by CNT Co-Director, Rajesh Rao, proposes an innovative conceptual framework based on artificial neural networks for bi-directional brain-computer interfaces (BBCIs). This new way of thinking about BBCI development points a viable way toward moving neural devices out of the laboratory and into real-world settings.