The surge in COVID-19 cases in the city of Palembang and the ease of obtaining information about the number of COVID-19 patients can be used as a testing tool in comparing methods with predictive systems. One of the predictive systems that can be used to process this data is artificial neural networks. In artificial neural networks, predictive systems can be implemented using the backpropagatio…