GitHub

DeepMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution

This repository contains the implementation of DeepMRI for parallel MR imaging using Tensorflow-gpu. Test code for Matlab and test data are also included. For a quick test, the trained weights can be ...
IEEE

A High-Precision Aeroengine Bearing Fault Diagnosis Based on Spatial Enhancement Convolution and Vision Transformer

Abstract: In aeronautical engineering, monitoring and diagnosing intershaft bearings of aeroengine is crucial for flight and life safety. Given that sensor signals are affected by strong noise ...
IEEE

STF-GCN: A Multi-Domain Graph Convolution Network Method for Automatic Modulation Recognition via Adaptive Correlation

Abstract: Automatic Modulation Recognition (AMR) is an essential part of Intelligent Transportation System (ITS) dynamic spectrum allocation. However, current deep learning-based AMR (DL-AMR) methods ...
GitHub

TCSN: Temporal Convolution Shrinkage Network for Keyword Spotting

In this paper, we introduce a novel temporal convolutional shrinkage network to enhance feature learning from noisy speech signals. Taking into account the non-stationary nature of speech signals, we ...