SatSOM: Saturation Self-Organizing Maps for Continual Learning

Igor Urbanik, Paweł Gajewski

Continual learning poses a fundamental challenge for neural systems, which often suffer from catastrophic forgetting when exposed to sequential tasks. Self-Organizing Maps (SOMs),…