The model code for the TS-SEFFNet proposed in the paper "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Motor Imagery EEG Decoding"
☆20Nov 23, 2021Updated 4 years ago
Alternatives and similar repositories for TS-SEFFNet
Users that are interested in TS-SEFFNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆10Feb 25, 2020Updated 6 years ago
- ☆17May 18, 2023Updated 3 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 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…☆12Jun 26, 2023Updated 3 years ago
- 使用Transformer和CNN网络对脑电运动进行分类☆14May 5, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Nov 2, 2020Updated 5 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆31Aug 30, 2020Updated 5 years ago
- Perform EEG Channel selection with Gumbel-softmax☆13Jan 5, 2021Updated 5 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆11Sep 28, 2017Updated 8 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆88Feb 22, 2021Updated 5 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- python RobustRMC projects☆11Apr 22, 2024Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆37May 16, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Emotiv connector for Matlab☆15Dec 11, 2020Updated 5 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆31Sep 29, 2020Updated 5 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Apr 18, 2022Updated 4 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆333Mar 23, 2023Updated 3 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆168Mar 26, 2020Updated 6 years ago
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆13Sep 21, 2022Updated 3 years ago
- This is the open source code of 《DeepSyncNet:Deep Synchronized Fusion Network for EEG-fNIRS Multimodal Brain-Computer Interfaces》☆18Mar 17, 2026Updated 4 months ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Oct 25, 2022Updated 3 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆77Apr 15, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A repository for Crash detection in a ResNet+ConvLSTM fashion☆12Oct 21, 2024Updated last year
- ☆30Jun 25, 2025Updated last year
- Unified Bayesian Estimator of EEG Reference at Infinity: rREST (Regularized Reference Electrode Standardization Technique)☆12Jun 27, 2022Updated 4 years ago
- Bimodal Adaptive Feature Fusion Network for Person Verification☆20Jul 30, 2022Updated 3 years ago
- A multi-algorithm Python framework for regularized regression☆13Oct 31, 2023Updated 2 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- Generative label fused network for image–text matching☆10Jan 13, 2023Updated 3 years ago
- EEG-based Major Depression Disorder Recognition using Swin Transformers☆12Jun 23, 2024Updated 2 years ago
- Various automated MATLAB pipelines for preprocessing EEG☆13Feb 25, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 6 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated last year
- ☆21Jun 22, 2022Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 5 years ago
- Interferobot: aligning an optical interferometer by a reinforcement learning agent☆12Nov 22, 2022Updated 3 years ago
- Dynamic convolutional neural networks for time series classification☆15May 16, 2023Updated 3 years ago