Residual and bidirectional LSTM for epileptic seizure detection
☆175Jul 1, 2025Updated last year
Alternatives and similar repositories for ResBiLSTM
Users that are interested in ResBiLSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Scale Convolutional Transformer Network for Motor Imagery Brain-Computer Interface☆206Nov 25, 2025Updated 9 months ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆448Mar 21, 2026Updated 5 months ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆29May 27, 2024Updated 2 years ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆28Feb 17, 2022Updated 4 years ago
- This study introduces TFCA-TransNet, a deep learning framework for individual EEG-MI signal classification. It combines FFT-derived feat…☆20Dec 5, 2025Updated 8 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆21May 10, 2026Updated 3 months ago
- A list of papers for motor imagery using machine learning/deep learning.☆87Feb 22, 2021Updated 5 years ago
- ☆40Sep 5, 2025Updated 11 months ago
- ☆19Jun 9, 2026Updated 2 months ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆78Nov 10, 2023Updated 2 years ago
- seizure type classification using TUH dataset☆84Sep 17, 2025Updated 11 months ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,297Updated this week
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆760Jul 24, 2024Updated 2 years ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆218Mar 18, 2026Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting☆37Aug 15, 2025Updated last year
- [ICLR 2025] XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification☆15Mar 1, 2026Updated 6 months ago
- PyTorch implementation of TSception☆86Jan 31, 2023Updated 3 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆152Oct 2, 2023Updated 2 years ago
- Code for BHI 2023 Paper on EEG Seizure Detection☆31Dec 2, 2023Updated 2 years ago
- Temporal convolutional transformer for EEG based motor imagery decoding☆45Aug 15, 2026Updated 2 weeks ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆37Jul 29, 2025Updated last year
- Brainwave is a state-of-the-art neural decoder that transforms electroencephalogram (EEG) and brain signals into multimodal outputs inclu…☆14Oct 6, 2025Updated 10 months ago
- EEG-based Major Depression Disorder Recognition using Swin Transformers☆12Jun 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Load XDF files in Julia☆12Jun 23, 2026Updated 2 months ago
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 6 years ago
- Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).☆18Updated this week
- [NeurIPS 2024] Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure☆13Nov 27, 2025Updated 9 months ago
- NeurIPS2022: Code for ATD, Sleep-EDF, HAR,PTB-XL, MGH data processing☆19Nov 28, 2022Updated 3 years ago
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- This is a python code for extracting EEG signals from dataset 2b from competition iv, then it converts the data to spectrogram images to …☆17Apr 11, 2023Updated 3 years ago
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Whole-brain modelling of TMS-EEG TEPs (Momi et al. ELife 2023)☆20Apr 26, 2023Updated 3 years ago
- Enhancing reproducibility in developmental EEG research by using BIDS, cluster-based permutation tests, and reporting effect sizes☆12Jan 30, 2024Updated 2 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆16May 15, 2022Updated 4 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- 使用Transformer和CNN网络对脑电运动进行分类☆14May 5, 2023Updated 3 years ago
- ☆24Jun 17, 2025Updated last year
- ☆10Dec 27, 2024Updated last year