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@@ -3,6 +3,8 @@
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Created by: 魏遇卿
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Created by: 魏遇卿
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Created on: 2023.3
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Created on: 2023.3
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github: [This-weiyuqing/ECG_by_Diffenert_CNN_Test]( https://github.com/This-weiyuqing/ECG_by_Diffenert_CNN_Test)
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# 1 毕业设计的内容和意义
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# 1 毕业设计的内容和意义
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## **1.1 毕业设计的内容**
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## **1.1 毕业设计的内容**
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@@ -195,6 +197,10 @@ ECG实质上是一种微弱的生物电信号,也因此,其对于噪声的
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## 6.3 网络结构的构建
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## 6.3 网络结构的构建
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本部分不做展开描述。您有想法可发邮件至this_weiyuqing@foxmail.com探讨。
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本部分不做展开描述。您有想法可发邮件至如下邮箱探讨。
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this_weiyuqing@foxmail.com
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# 7 代码运行说明
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# 7 其他
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其他文件请查看毕业论文。
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def get_MAX():
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MAX = 0
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for i in range(0, len(X_train)):
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if MAX < len(X_train[i]):
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MAX = len(X_train[i])
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for i in range(0, len(X_test)):
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if MAX < len(X_test[i]):
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MAX = len(X_test[i])
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return MAX
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def made_CNN():
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# 1D CNN neural network
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model = Sequential()
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model.add(Conv1D(32, 5, activation='relu', input_shape=(MAX, 1)))
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model.add(MaxPooling1D(2))
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model.add(Conv1D(64, 5, activation='relu'))
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model.add(MaxPooling1D(2))
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model.add(Conv1D(128, 5, activation='relu'))
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model.add(MaxPooling1D(2))
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model.add(Conv1D(256, 5, activation='relu'))
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model.add(MaxPooling1D(2))
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model.add(Conv1D(512, 5, activation='relu'))
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model.add(MaxPooling1D(2))
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model.add(Flatten())
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model.add(Dense(512, activation='relu'))
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model.add(Dense(5, activation='softmax'))
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model.summary()
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return model
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