Closed-Loop Means Real-Time or Nothing

From the SynapseXY Blog · Neuromorphic Computing and Brain Interfaces

Reading neural activity is impressive, but many of the most valuable applications require writing back: stimulating to restore sensation, or feeding a decoded intention into a device and returning feedback to the user.

Once you close that loop, the nervous system is now waiting on your hardware. Biology has its own timing, and a control loop that lags feels wrong, unstable, or unusable to the person on the other end.

This turns neural interfacing into a real-time computing problem with deadlines set by physiology. Sensing, decoding, and stimulation all have to complete fast enough that the loop feels like part of the body, not a laggy peripheral.

SynapseXY pushes decoding onto the chip, next to the electrodes, precisely so the loop can close within the time biology allows. Off-chip, cloud-bound decoding is a non-starter when the user's own nervous system is the deadline.