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.
In: Icassp 2022-2022 IEEE international conference on acoustics, speech and signal processing (ICASSP)
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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.