Nanowerk

Low-dimensional Materials: 0D, 1D, and 2D Nanostructures Explained

In one sentence: Low-dimensional materials are solids in which one, two, or all three external dimensions are reduced to length scales that confine electrons, phonons, or photons, so that quantum ...
IEEE

Folding Convolutional Neural Network for Rotating Machinery Fault Diagnosis

Abstract: One-dimensional convolutional neural network (1D-CNN)-based methods are widely used in fault diagnosis for rotating machinery. However, traditional 1D-CNN-based approaches are limited by the ...
IEEE

Conv1DTNet: A Novel 1D Convolution-Transformer Network for Enhancing Cross-Subject Accuracy of Motor Imagery Classification

Abstract: Motor Imagery (MI)-based Brain-Computer Interfaces (BCIs) have shown remarkable potential in neurorehabilitation and assistive technologies. Recent progress in deep learning has led to ...
GitHub

Similarity-Aware VAE with Wavelet-Convolutional 1D-CNN for Rolling Bearing Fault Diagnosis

Split dataset:AE_Datasets and CNN_Datasets folder. training program:utils/train_utils_ae.py The paper model:paper_model folder parameter setting: train_ae.py/train.py ...