Advances in computer vision and deep learning have made it possible to gather markerless pose estimation data from consumer-grade cameras. Accessible software tools, such as DeepLabCut, have made it possible to include behavioral pose as one data modality in larger neuroscience projects. Staying at the leading edge of…
Neuro-Informatics ePosters
Results
computer visiondeep learningmarkerless pose estimation
ePoster
Stabilizing brain-computer interfaces through nonlinear manifold alignment with dynamics
Brianna Karpowicz, Yahia H. Ali, Lahiru N. Wimalasena, Mohammad Reza Keshtkaran and 5 more
Video
COSYNE 2022
Intracortical brain-computer interfaces (iBCIs) can restore voluntary movement to people with paralysis by translating their brain activity into a control signal for an external device. Maintaining stable iBCI performance is challenging due to instabilities at the neural interface, such as shifts in electrode position…
Intracortical brain-computer interfacesiBCIsnonlinear manifold alignment with dynamics