Artificial Neural Networks (ANN) have been used in different segments inside the area of finance such as stock prices and market indices forecast. This article seeks to measure the power of ANN on the Bovespa Index and the prediction of stock prices. verifying their forecast power even in times of crisis. Therefore. https://emporiumsmokeshopstles.shop/product-category/nails/