Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;
☆11Feb 2, 2022Updated 4 years ago
Alternatives and similar repositories for EEG-Datamining
Users that are interested in EEG-Datamining are comparing it to the libraries listed below
Sorting:
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15May 10, 2023Updated 2 years ago
- An exploration of "Kaggle-EEG data for Mental Attention State Detection". Construct a pipeline to preprocess data. Use Wavelet Packet Dec…☆10Jan 6, 2022Updated 4 years ago
- This project is to predict users’ attention and cognitive load through EEG signals during their reading☆23Apr 21, 2023Updated 2 years ago
- ☆12May 16, 2021Updated 4 years ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- ☆13Nov 15, 2022Updated 3 years ago
- This is the repository to the article "NEWBEE: A Multi-Modal Gait Database of Natural Everyday-Walk in an Urban Environment", 2022☆11Aug 2, 2022Updated 3 years ago
- MATLAB scripts to create recurrence plots and to perform recurrence quantification analysis.☆12Mar 5, 2026Updated 2 weeks ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 2 years ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆34Dec 2, 2024Updated last year
- ☆18May 18, 2023Updated 2 years ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆15Aug 31, 2023Updated 2 years ago
- The code for performing MTL on object recognition with neural data☆16Nov 1, 2021Updated 4 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 years ago
- Fault prognosis using LSTM and CNN☆18May 15, 2022Updated 3 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆163Mar 3, 2026Updated 2 weeks ago
- Similarity Learning applied to Speaker Verification and Semantic Textual Similarity☆12Apr 8, 2020Updated 5 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 4 years ago
- 基于Linux的视频服务器☆16May 16, 2018Updated 7 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- EEG Prediction Visualizer☆16Oct 10, 2023Updated 2 years ago
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆15Sep 17, 2019Updated 6 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 11 months ago
- Interview preparation☆11Jul 16, 2020Updated 5 years ago
- ☆24Apr 24, 2025Updated 10 months ago
- Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks☆10Jul 11, 2023Updated 2 years ago
- ☆21Jul 13, 2023Updated 2 years ago
- Hyperparameter optimization in Deep Neural Networks, In the context of EEG classification☆10Jul 14, 2018Updated 7 years ago
- Classification of iEEG segments using CNN-GRU neural network☆18Jul 6, 2023Updated 2 years ago
- ☆24Dec 19, 2021Updated 4 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- 神念脑电专注度算法☆24Dec 19, 2021Updated 4 years ago