In a research paper, scientists from the Beijing Institute of Technology proposed an event-related potential (ERP) extraction method to solve the asynchronous problem of low-quality video target detection, designed the time-frequency features based on continuous wavelet transform, and established an EEG decoding model based on neural characterization.