A new intelligent ecg recognition approach based on cnn and improved alo-svm

HIGHLIGHTS

  • who: Improved ALO-SVM and colleagues from the Zhejiang University of Technology Hangzhou, Zhejiang Province, China have published the Article: A New Intelligent ECG Recognition Approach based on CNN and Improved ALO-SVM, in the Journal: (JOURNAL)
  • what: The authors have proposed a CNN framework for extracting the characteristics of the signal, the CNN comprises of five convolution layers, three pooling layers, and a fully connected or dense layer, and its architechure in shown in Fig 3. The authors utilize MIT-BIH arrhythmia database to evaluate the wave detection and arrhythmia classifification of the system . . .

     

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