 This study demonstrated the feasibility of decoding human coordinated directions of task-oriented bimanual movements from EEG. The average peak classification accuracy for three coordinated directions of bimanual movements reached 3.39 plus or minus 6.35 percent. Binary classification accuracies were also achieved for leftward versus midward, rightward versus midward, and leftward versus rightward, with accuracies of 0.24 plus or minus 6.25 percent, 2.62 plus or minus 7.82 percent and 6.28 plus or minus 5.50 percent, respectively. Additionally, the binary classification, leftward versus rightward, of bimanual, left hand, and right hand movements was also tested, achieving an accuracy of 6.28 plus or minus 5.50 percent. These results indicate that it is possible to decode coordinated directions of bimanual movements using EEG signals. This article was authored by Mingming Zhang, Jiwen Dawu, Zhang Bin Song, and others. We are article.tv, links in the description below.