9 citations
2 papers
cs.CV2016
An FFT-based Synchronization Approach to Recognize Human Behaviors using STN-LFP Signal
Hosein M. Golshan, Adam O. Hebb, Sara J. Hanrahan +2
Classification of human behavior is key to developing closed-loop Deep Brain Stimulation (DBS) systems, which may be able to decrease the power consumption and side effects of the…
cs.CV2016★ 9 cited
A Multiple Kernel Learning Approach for Human Behavioral Task Classification using STN-LFP Signal
Hosein M. Golshan, Adam O. Hebb, Sara J. Hanrahan +2
Deep Brain Stimulation (DBS) has gained increasing attention as an effective method to mitigate Parkinsons disease (PD) disorders. Existing DBS systems are open-loop such that the…