It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You can get some detailed introduction and experimental results in the link below. https://github.com/secondlevel/EEG-classification/blob/main/Experiment%20Report.pdf
☆22Jun 18, 2022Updated 3 years ago
Alternatives and similar repositories for EEG-classification
Users that are interested in EEG-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EEG wearable device using CNN for seizure prediction☆20Jan 9, 2020Updated 6 years ago
- Computational Biomedical Signal Processing with ML. Anomaly prediction using brain signals with Fourier transformed features and SVM clas…☆18Oct 13, 2022Updated 3 years ago
- What part of a song is better at determining it's music genre - the music (audio features) or the lyrics (NLP) ?☆14Jan 2, 2023Updated 3 years ago
- ☆11Dec 4, 2022Updated 3 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆45Sep 9, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆37Apr 22, 2025Updated 11 months ago
- Similarity Learning applied to Speaker Verification and Semantic Textual Similarity☆13Apr 8, 2020Updated 6 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆14Nov 2, 2020Updated 5 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Nov 25, 2024Updated last year
- Deep learning models for classifying ECG time series☆12Jul 28, 2022Updated 3 years ago
- A cutting-edge AI-powered health diagnosis chatbot that leverages machine learning to interpret symptoms and predict potential medical co…☆14Mar 8, 2024Updated 2 years ago
- Interview preparation☆11Jul 16, 2020Updated 5 years ago
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆16Sep 17, 2019Updated 6 years ago
- The papers on EEG emotion recognition☆14Nov 20, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Hyperparameter optimization in Deep Neural Networks, In the context of EEG classification☆10Jul 14, 2018Updated 7 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
- ☆11Aug 19, 2024Updated last year
- ☆10Sep 25, 2019Updated 6 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- ☆31May 2, 2023Updated 2 years ago
- Machine learning for Anonymous detection of an alcoholic by EEG signals☆33Sep 16, 2021Updated 4 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
- Lazy Predict 2.0 to help you benchmark models without much code and understand what works better without any hyyper-parameter tuning.☆16Mar 25, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implement simple EEG classification models which are EEGNet, DeepConvNet with BCI competition dataset☆18Apr 24, 2020Updated 5 years ago
- Python implemementation of the FBCSP algorithm☆35Jun 4, 2024Updated last year
- Detect periods of sleep and non-wear from ActiGraph data☆35Mar 14, 2022Updated 4 years ago
- ☆16Sep 7, 2023Updated 2 years ago
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years ago
- NeuroSky's MindWave Reader - قرائتگر تک کاناله امواج مغزی☆24Mar 27, 2018Updated 8 years ago
- Predict Arterial Blood Pressure Using ECG and PPG Data☆16Apr 28, 2022Updated 3 years ago
- ☆14Sep 3, 2020Updated 5 years ago
- ☆17Dec 16, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Nov 24, 2024Updated last year
- Pre-processing methods for mHealth and wearables data.☆21May 14, 2023Updated 2 years ago
- Lib for event and sample based performance metrics☆24Jan 16, 2026Updated 2 months ago
- إليك قائمة من الأدوات والكتب ومحاضرات الفيديو والمصادر التعلمية في مجال الذكاء الاصطناعي (AI).☆26Mar 11, 2024Updated 2 years ago
- A Simple to use template for creating your own Mind controlled Arduino projects with C# and the Neurosky EEG Headset☆23Dec 21, 2019Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- ☆13Nov 15, 2022Updated 3 years ago