An experimental topological field-memory prototype with vortex encoding and self-repairing field dynamics. It delivers noise-robust AI long-term memory as a complementary alternative to conventional RAG retrieval.
pytorch nonlinear-dynamics lifelong-learning continual-learning catastrophic-forgetting physics-informed-neural-networks winding-number vortex-dynamics memory-consolidation topological-protection topological-computing quantum-tide-theory noise-immune-memory
-
Updated
May 23, 2026 - Python