Ahmad Mehrju

Apoptotic Weight Transfer in Self-Organizing Maps: A Multi-Generational Framework with Optimal Parameter Regimes for Neuromorphic Resilience

AbstractWerevisit Apoptotic Weight Transfer (AWT), a mechanism in which a dying neuron’s learned representation isredistributedtohealthyneighborsbeforequarantine, embeddedinamulti-generationalSelf-OrganizingMap(SOM)withadaptivequarantineandhealing. Earlier drafts reported large i...