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.
#quantum neural networks
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Stories, products and papers tagged "quantum neural networks", newest first.
Sep 17
Jul 14
Chinese contentQ-DIBA：首个针对量子神经网络的输入感知动态后门攻击
这篇论文提出了一个针对量子神经网络的新后门攻击Q-DIBA，能根据输入动态生成触发器，效果比固定触发器好，还扛得住几种常见防御。
Jul 9
Papers09:26
Chinese contentQCNN与粗糙路径签名核的混合量子-经典时间序列分类架构一篇用QCNN和路径签名核搞定时间序列分类的新论文，手写数字分类实验证明了量子电路里加签名核的有效性，适合关注量子机器学习的朋友。
Jul 2
Papers10:01
Chinese contentBridging Quantum Computing Paradigms toward Semiconductor Yield: CV vs DV on Wafer-Map Defect Classification这篇论文用晶圆缺陷分类任务硬核对比了两种量子计算范式，CV在4个qumodes下比DV高出18个点，还解释了为什么。搞量子机器学习或半导体良率的朋友可以看看。