Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates
Quantum Fast-Weight Programmers (QFWPs) store temporal information in dynamically programmed variational-circuit parameters rather than in nonlinear recurrent hidden states, offering a practical route to quantum sequence modeling. Self-Modulating QFWP improves this framework by using input-dependent gates for both new fast-weight updates and the accumulated fast-weight state, but its unbounded old-state multiplier can diverge in long-sequence regimes. We propose a bounded old-state modulation rule that applies a sign-preserving tanh gate only to the recurrent memory branch while leaving the ad
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-xl-base-1.0 →
“Fuzzy title match (0.73): “Stable Self-Modulating Quantum Fast-Weight Programmers with ” ≈ “stabilityai/stable-diffusion-xl-base-1.0””
- FuzzySimilar title/name (fuzzy) · 59%CompVis/stable-diffusion-v1-4 →
“Fuzzy title match (0.73): “Stable Self-Modulating Quantum Fast-Weight Programmers with ” ≈ “CompVis/stable-diffusion-v1-4””
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-3.5-large →
“Fuzzy title match (0.73): “Stable Self-Modulating Quantum Fast-Weight Programmers with ” ≈ “stabilityai/stable-diffusion-3.5-large””
- LinkedLinked via arxiv author · 85%Kuo-Chung Peng →
“Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates”
- LinkedLinked via arxiv author · 85%Jiun-Cheng Jiang →
“Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates”
- LinkedLinked via arxiv author · 85%Chun-Hua Lin →
“Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates”
- LinkedLinked via arxiv author · 85%Yifeng Peng →
“Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates”
- LinkedLinked via arxiv author · 85%Junghoon Justin Park →
“Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates”