Inverting Self-Organizing Maps: A Unified Activation-Based Framework

Alessandro Londei, Matteo Benati, Denise Lanzieri +1

Self-Organizing Maps (SOMs) provide topology-preserving projections of high-dimensional data, yet their use as generative models remains largely unexplored. We show that the activa…