AI RESEARCH
SatSOM: Saturation Self-Organizing Maps for Continual Learning
arXiv CS.LG
•
ArXi:2506.10680v5 Announce Type: replace Continual learning poses a fundamental challenge for neural systems, which often suffer from catastrophic forgetting when exposed to sequential tasks. Self-Organizing Maps (SOMs), despite their interpretability and efficiency, are not immune to this issue. In this paper, we