Kernel-ARMA for Hand Tracking and Brain-Machine Interfacing During 3D Motor Control
Published in Advances in Neural Information Processing Systems (NIPS), 2008
Adapted and implemented the KARMA algorithm to decode motor cortex neural activity for 3D motor control. The research demonstrated improved hand-tracking accuracy in both active and BMI-driven tasks using recurrent nonlinear modeling.
Recommended citation: Shpigelman et al (2008). "Kernel-ARMA for Hand Tracking and Brain-Machine Interfacing During 3D Motor Control." Advances in Neural Information Processing Systems.
Download Paper