Brain Computer Interaction Example Demo:
This demonstration illustrates the potential for improved performance via feedback based on real-time inference of cognitive state. Here, subjects perform a Boundary Avoidance Task while physiological signals (left) are combined to estimate cognitive state (right).
Regulation of arousal via online neurofeedback improves human performance in a demanding sensory-motor task
Faller J., Cummings J., Saproo S., Sajda P. (2019) Proceedings of the National Academy of Sciences (PNAS), doi: 10.1073/pnas.1817207116
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
Lawhern V.J., Solon A.J., Waytowich N., Gordon S., Hung C.P., Lance B.J. (2018) Journal of Neural Engineering, doi: 10.1088/1741-2552/aace8c.