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A novel dimensionality reduction approach for ECG signal via convolutional denoising autoencoder with LSTM

Evangelin Dasan, Ithayarani Panneerselvam

2020Biomedical Signal Processing and Control98 citationsDOI

Topics & Concepts

AutoencoderComputer scienceNoise reductionArtificial intelligencePattern recognition (psychology)SIGNAL (programming language)PoolingConvolutional neural networkDimensionality reductionNoise (video)EncoderReduction (mathematics)Deep learningMathematicsProgramming languageOperating systemGeometryImage (mathematics)ECG Monitoring and AnalysisBlind Source Separation TechniquesImage and Signal Denoising Methods
A novel dimensionality reduction approach for ECG signal via convolutional denoising autoencoder with LSTM | Litcius