Hlo everyone GitHub - sammadaan/AEON-SOL-Research: “Research paper: AEON-SOL – Adaptive Episodic Organization Networks for Self-Organizing Lifelong Learning.”
check out my latest research
AEON-SOL is a continual learning framework that combines neuroscience-inspired adaptive consolidation with practical implementability.
It addresses catastrophic forgetting through three core mechanisms:
Valence-gated dual-loop architecture
Counterfactual credit assignment
Memory-constrained learning
Our experiments demonstrate an 87% reduction in catastrophic forgetting with 94.2% average accuracy on sequential classification tasks.
Hope you will like it and please give me review