Abstract:In this work, a multi-scale residual dense network (MSRDN) with dilatedconvolution is proposed to efficiently eliminate noise in ECG signals.Based on dilated convolutions with different sampling rate, a dual-branchresidual dense block (DBRDB) is designed to extract multi-scale localfeatures, and dual-way feature fusion increases the variation of informa-tion flow input to the subsequent blocks whilst requiring fewer parame-ters. The hierarchical feature-maps learned by all the DBRDBs can beadaptively fused and… Show more
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