ccfco / External-Attention-tensorflowLinks
🍀 Tensorflow implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
☆41Updated last year
Alternatives and similar repositories for External-Attention-tensorflow
Users that are interested in External-Attention-tensorflow are comparing it to the libraries listed below
Sorting:
- This projected explored the effect of introducing channel and spatial attention mechanisms, namely SEN-Net, ECA-Net, and CBAM to existin…☆11Updated 2 years ago
- ☆23Updated 4 years ago
- 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…☆23Updated 2 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆79Updated 4 months ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆145Updated last year
- A implementation of Gramian Angular Field (GAF) in Pytorch.☆19Updated 2 years ago
- ECG denosing method using transformer-based unet.☆19Updated 11 months ago
- Empirical wavelet transform (EWT) in Python☆91Updated 4 years ago
- Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO f…☆35Updated 3 years ago
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆27Updated 2 years ago
- To do a deep learning project on ecg. I use pytorch to reproduce the traditional CNN models include LeNet AlexNet ZFNet VGG GoogLeNet Res…☆103Updated last year
- A demo of using Hilbert-Huang Transform (HHT) for non-stationary and non-linear signal analysis.☆104Updated 4 years ago
- Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Class…☆43Updated 3 years ago
- Swin-Transformer 1D implements☆57Updated last year
- This is the code for WaveletKernelNet.☆130Updated 10 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆20Updated 7 months ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆104Updated 4 years ago
- Data augmentation using Conditional Generative Adversarial Networks (cGAN)☆19Updated last year
- ☆163Updated last year
- 1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.☆117Updated 4 years ago
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆17Updated 3 years ago
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆23Updated 4 years ago
- Code tu use learnable wavelet transforms like L-WPT and DeSPaWN methods in pytorch☆28Updated 2 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆49Updated 4 months ago
- Encoding time series as images using GAF operation by pyts.☆225Updated 3 years ago
- Diffusion Model with self-Attention Module for ECG Signal Denoising☆14Updated 2 years ago
- Codes for our paper "Triple-Attention-based Spatio-Temporal-Spectral Convolutional Network for Epileptic Seizure Prediction "☆21Updated 2 years ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆126Updated 5 months ago
- ☆24Updated last year
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆56Updated 4 years ago