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结合状态空间模型 Mamba 与卷积神经网络的心电图分类一体化架构
心电图(ECG)信号分析是心血管疾病诊断中的关键技术。近年来,基于卷积神经网络(CNN)的模型在心电图分类任务中展现出优异性能。然而,CNN 受限于仅具有局部感受野的卷积核,这一本征限制削弱了其捕获全局上下文与长程依赖关系的能力。因此,本文提出 ...
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