Introduces bounded old-state modulation via tanh gate to stabilize self-modulating QFWPs, with evaluations showing reduced divergence and improved robustness on quantum dynamics and SMS tasks.
arXiv preprint arXiv:2508.04488 (2025)
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Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates
Introduces bounded old-state modulation via tanh gate to stabilize self-modulating QFWPs, with evaluations showing reduced divergence and improved robustness on quantum dynamics and SMS tasks.