Auto-Deleting Brain Machine Interface: Error Detection using Spiking Neural Activity in the Motor Cortex
Even-Chen, Nir ; Stavisky, Sergey ; Kao, Jonathan ; Ryu, Stephen ; Shenoy, Krishna V.
Brain-computer/machine interface
,
Neural signals – Coding
,
Motor neuroprostheses – Prostheses
Brain machine interfaces (BMIs) aim to assist people with paralysis by increasing their independence and ability to communicate, e.g., by using a…
Leveraging Historical Knowledge of Neural Dynamics to Rescue Decoder Performance as Neural Channels are Lost: "Decoder Hysteresis"
Kao, Jonathan ; Ryu, Stephen ; Shenoy, Krishna V.
Brain-computer/machine interface
,
Brain physiology and modeling – Neural dynamics and computation
,
Motor neuroprostheses – Prostheses
An intracortical brain-machine interface (BMI) decodes spiking activity recorded from motor cortical neurons to drive a prosthetic device…
