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…
Design of an Implantable Artificial Dural Window for Chronic Two-Photon Optical Imaging in Non-Human Primates
Trautmann, Eric ; O’Shea, Dan ; Shrestha, Shikhar ; Lin, Steven ; Ryu, Stephen ; Shenoy, Krishna V.
Brain functional imaging , Brain physiology and modeling – Sensory-motor , Neural interfaces – Implantable systems
Optical functional imaging methods such as calcium imaging have become a powerful tool for investigating neural activity in-vivo. Here, we…
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…