In the realm of foreign exchange (Forex) market predictions. Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) have been commonly employed. However. these models often exhibit instability due to vulnerability to data perturbations attributed to their monolithic architecture. https://danddcollectiblers.shop/product-category/stands/