Previous study reported that neurofeedback training (NFT) could exert positive effects on cognitive function, such as improving response inhibition in children with attention deficit hyperactivity disorder, enhancing the ability to control in epilepsy patients, delaying the functional decline in the elderly, and enhancing performance in the professional dancers, musicians, and actors. Although previous studies suggested that NFT may enhance precision sports performance, the results were inconsistent. Heterogeneity in methodology could be one of the underlie explanation. Therefore, this paper reviewed the literatures regarding NFT and precision sports performance with a focus on methodological issues such as training sessions, selection of electrode site and frequency band, retention test, and individual differences in brain ability to learn. The current study would provide valuable information for future research on methodological considerations.