Brain-computer interface helps people with severe disabilities gain more independence

Brain-computer interface (BCI) enables the control of wheelchairs, robotic arms, and computers in severely disabled people. Although great progress has been made in improving the accuracy and precision of these devices, in order to familiarize users with these technologies, it takes a long time of tedious training. The computer must be taught to understand each user's unique pattern of EEG activity, thereby encoding EEG activity and implementing the actions that the user wants to perform.

脑机接口有助于重度残疾人士获得更多独立性

At present, a research team has obtained unexpected results through research. They proposed a way to "calibrate" the BCI to help new users learn to use it in seconds. In a new study published in the Journal of Neural Engineering, a 63-year-old man who has never used BCI can move the cursor to the screen in less than a minute. Specify the location in .

The BCI used in this demonstration is the BrainGate device used in previous research. Before, there must be a large number of specialized technicians to achieve the current level of control. This calibration process is even visible because the user can control the cursor in the first few seconds.

When the user imagines moving the cursor by hand, the calibration software uses a statistical-based machine learning method to quickly understand the intent of the neural signals generated from the motor cortex. The software implements the user's mobile intent by repeating the process of moving the cursor to a different place on the screen.

This technology will certainly help to promote this new research hotspot and is expected to help many serious people gain more independence.

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