Complementary Matrix-Gated QKAN Fast-Weight Programmers for Quantum Dynamics Forecasting

• 类型：arxiv
• 标识：2607.27945
• 链接：https://arxiv.org/abs/2607.27945
• 主分类：evaluation
• 形态：method
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：This work introduces Self-Modulating QKAN-based FWPs, which replace this broadcast gate with low-rank-generated element-wise modulation of the new-proposal branch, a bounded old-state branch, or both, and proposes Complementary Matrix Gating (CMG), which provides coordinate-wise memory control while preserving the bounded convex update and affine prefix-scan structure of scalar gating.
• 待LLM分类：否
• 标题中文：用于量子动力学预测的互补矩阵门控 QKAN 快权重编程器
• TLDR中文：本文提出 Self-Modulating QKAN-based FWPs，用低秩生成的逐元素调制（作用于新提案分支、有界旧状态分支或两者）替代该广播门，并提出 Complementary Matrix Gating (CMG)，在保持标量门控的有界凸更新和仿射前缀扫描结构的同时提供逐坐标的记忆控制。
• 来源文件：
• /inbox/tom/_candidates/2026-08-11-rag-retrieval-reranking-candidates.json
• /inbox/tom/_candidates/2026-08-11-agent-rag-longcontext-candidates.json
• [S2 enrich]