ccfco / External-Attention-tensorflow
🍀 Tensorflow implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
☆40Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for External-Attention-tensorflow
- Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' h…☆16Updated last year
- ☆21Updated 3 years ago
- A demo of using Hilbert-Huang Transform (HHT) for non-stationary and non-linear signal analysis.☆84Updated 3 years ago
- ☆50Updated last year
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆20Updated 3 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆29Updated 6 months ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆97Updated 3 years ago
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆24Updated 2 years ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆116Updated last year
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆10Updated last year
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆89Updated last year
- Fuzzy Deep Neural Network.☆53Updated last year
- To do a deep learning project on ecg. I use pytorch to reproduce the traditional CNN models include LeNet AlexNet ZFNet VGG GoogLeNet Res…☆70Updated 6 months ago
- Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Class…☆42Updated 2 years ago
- Function for decomposing a signal according to the Multivariate Variational Mode Decomposition in Pytorch☆18Updated last year
- Implementation of paper: SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification☆11Updated 4 years ago
- Data augmentation using Conditional Generative Adversarial Networks (cGAN)☆17Updated last year
- 本科毕业设计，基于Transformer的运动想象脑电信号分类，采用CNN+Transformer框架，CNN提取局部时间空间特征，Transformer提取全局依 赖☆23Updated last year
- ☆16Updated 3 weeks ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 3 years ago
- One of the first implementations of Grad-CAM ++ for time series / 1d signal.☆15Updated last year
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆23Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆35Updated last year
- Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO f…☆33Updated 2 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆12Updated 2 years ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆35Updated 9 months ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆65Updated 2 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆49Updated 3 years ago
- AutoEncoder implements by keras. Including AE, DAE, DAE_CNN, VAE, VAE_CNN, CVAE, Sparse AE, Stacked DAE.☆38Updated 4 years ago
- ☆11Updated 11 months ago