#变分量子电路

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arXiv 1 LLM 1 NISQ 1 QFWP-ANO 1 Variational Quantum Transformer 1 哈密顿量 1 时间序列预测 1 量子神经网络 1

Stories, products and papers tagged "变分量子电路", newest first.

Nov 13

Papers14:07

Chinese contentarXiv 论文：用 LLM 直接生成变分量子电路参数

搞量子计算的朋友可以看看这篇。它测了冻结 LLM 在三种哈密顿量上生成电路参数的效果：结构化问题上有戏，随机问题上不如 Adam 优化。结论很实在，能帮你判断该不该把 LLM 用进变分算法流程里。

#LLM #量子计算 #变分量子电路 #哈密顿量

arXiv cs.LG@Tiago de Souza Farias et al. (6)Source

Sep 17

Papers BuildersSelected09:56

Learning to Program Adaptive Non-Local Observables for Machine Learning

This research introduces a novel architecture for quantum neural networks that improves performance on time-series forecasting and reinforcement learning tasks.

#QFWP-ANO #Adaptive non-local observables #Quantum neural networks #time-series forecasting

arXiv cs.LG@Yu-Ting Lee et al. (3)Source

PapersSelected09:47

Variational Quantum Transformer for Synthetic Language Generation

This is a technical paper on a new architecture for quantum machine learning, which is relevant for researchers in the field.

#quantum transformer #synthetic language generation #QNLP #quantum machine learning

arXiv cs.LG@Julian Hager et al. (6)Source

Jul 28

Papers11:53

Chinese contentS-LCU：可调节训练性与经典可模拟性权衡的变分量子电路

这篇论文告诉你如何用 S-LCU 结构在“训练不动”和“容易模拟”之间自己拧旋钮，层数 l 就是那个旋钮，适合搞量子变分电路的人参考。

#S-LCU #barren plateaus #变分量子电路 #可训练性

arXiv cs.LG@Nikhil Khatri et al. (3)Source