arxivcs.LGcs.CV2026-07-15
FastCentNN: Accelerating Centroid Neural Network with Entropy Proxy
Centroid neural network (CentNN) is an unsupervised competitive learning algorithm in which centroid splitting is triggered only after strict local stabilization, often leading to prolonged low-movement training phases before model expansion. This report proposes FastCentNN, an a…