CrisSherban / BrainPadLinks
Classification of EEG signals from the brain π§ through OpenBCI hardware and Tensorflow-Keras API
β35Updated 4 years ago
Alternatives and similar repositories for BrainPad
Users that are interested in BrainPad are comparing it to the libraries listed below
Sorting:
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)β44Updated 3 years ago
- Use DNNs to build encoding models of EEG visual responses.β104Updated 11 months ago
- β34Updated 10 months ago
- Deep learning model for EEG artifact removalβ82Updated 3 years ago
- π§π§ MEEGkit: MEG & EEG processing toolkit in Pythonβ218Updated 2 weeks ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)β103Updated 8 months ago
- β42Updated 5 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeXβ70Updated 2 years ago
- β123Updated 5 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCβ¦β104Updated 7 months ago
- EEG online experiment GUIβ19Updated 2 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthβ¦β74Updated last year
- A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plβ¦β175Updated 3 years ago
- β12Updated 2 years ago
- EEG BCI Real-Time Applications: Contains real-time demonstrations of BCI applicationsβ27Updated 2 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applicationsβ277Updated 3 years ago
- Official Repository of 'A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces'β79Updated 2 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Datasetβ74Updated 2 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) dataβ70Updated 8 months ago
- Hands-on tutorial on deep learning for EEG classification.β86Updated last year
- β108Updated 6 years ago
- Generate statistical features from Electroencephalographic dataβ95Updated 3 years ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]β53Updated last year
- Riemannian Geometry workshop at vBCI Meeting 2021β54Updated 4 years ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.β¦β191Updated 6 months ago
- β30Updated 7 months ago
- β78Updated 3 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informaticβ¦β43Updated 5 years ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"β210Updated last year
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlowβ238Updated last year