Project Title: Self-Organizing Feature Map (SOFM)

Project Worth: 2 points out of 20

Objective: To explore and understand the Self-Organizing Feature Map (SOFM), a type of unsupervised neural network algorithm used for clustering and dimensionality reduction. Students will analyze how SOFM can be applied to organize and visualize high-dimensional data.

Complete with details and corrections in native English. Additionally, include any necessary innovations for improvement.