Self-Organizing Maps (SOM): Unlocking the Topological Structure and Clustering Analysis of High-Dimensional Data
1 Algorithm Introduction Self-Organizing Map (SOM) is an algorithm that implements unsupervised learning based on the self-organizing properties of neural networks. Its initial design inspiration comes from the way the human brain processes visual information, aiming to simulate the response of neural cells to signals and the self-organizing process in the brain.The core feature of … Read more