Self-Modulating QKAN Fast-Weight Programmers for Quantum Dynamics
July 29, 2026
Self-Modulating QKAN-based Fast-Weight Programmers replace scalar broadcast gates with low-rank-generated element-wise modulation. This allows for independent memory timescales across fast-state coordinates, addressing the bottleneck of repeated circuit evaluations in quantum-inspired sequence learning.
HOW THIS AFFECTS YOU
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researcherYou can now implement non-uniform memory timescales in quantum-inspired recurrent networks.