ERP

The brain-computer interface (BCI) classification task under the event-related potential (ERP) paradigm aims to accurately identify user intentions by analyzing the potential changes in the brain elicited by specific stimuli. This task utilizes ERP datasets and optimizes the performance of BCI systems through machine learning algorithms, enhancing their application value in the medical field, such as in the auxiliary diagnosis and treatment of neurological disorders.