The invention discloses an instrument implantation safety
analysis method under regulation and control of a brain-computer interface and
spinal nerve, and relates to the technical field of crossing of
biomedical engineering and neural
engineering. According to the model, a BCI decoding instruction and an actually-collected multi-
modal physiological
signal are used as input, parameter identification
continuous optimization is carried out, the difference between actual
spinal cord response and expected response generated by the model is calculated, a predicted value and an actual value of a
coupling dynamics model are compared in real time, a risk value is dynamically calculated, once a threshold value is exceeded, risk leading factors are locked immediately, and the risk leading factors are locked immediately. According to the method, a BCI-SCN
system is constructed, a high-specificity self-adaptive adjustment mechanism is triggered, it is ensured that the BCI-SCN
system always works in a safe interval in a complex and changeable human nerve environment, macroscopically observed abnormal phenomena are accurately traced to specific reasons of a
microscopic level, and a decision basis is provided for subsequent accurate regulation and control.