An Improved Self-Organizing Feature Maps Algorithm and its Application in Arts Course Teaching Evaluation

摘要

Self-organizing feature map algorithm is one of the most important types of unsupervised learning method based on neural network technology but it tends to get stuck in local minima and yield the topological defect problem which limits its practical usage