☆71Dec 10, 2018Updated 7 years ago
Alternatives and similar repositories for IV-2a
Users that are interested in IV-2a are comparing it to the libraries listed below
Sorting:
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆157Jul 28, 2025Updated 7 months ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆93Mar 4, 2022Updated 4 years ago
- BCI Competition IV dataset 2a☆34Jun 8, 2019Updated 6 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Apr 16, 2021Updated 4 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 7 years ago
- ☆45Apr 13, 2019Updated 6 years ago
- ☆93Sep 5, 2021Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 2 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Mar 26, 2020Updated 5 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 4 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated 7 months ago
- Final project for ECE239AS Deep Learning and Neural Network at UCLA, Winter 2019☆11Jul 5, 2024Updated last year
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆48Jan 4, 2024Updated 2 years ago
- Implements High-Gamma dataset decoding using Filter Bank Common Spatial Pattern with rLDA classification and Neural Networks.☆11Mar 14, 2019Updated 7 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆44Dec 13, 2018Updated 7 years ago
- ☆15Jan 25, 2018Updated 8 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- implementation of FBCSP algorithm☆27Mar 8, 2019Updated 7 years ago
- ☆11Nov 27, 2022Updated 3 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆103May 30, 2025Updated 9 months ago
- ☆34Jul 22, 2024Updated last year
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆239May 20, 2024Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆325Nov 29, 2025Updated 3 months ago
- This is the code of the paper "Federated Transfer Learning for EEG Signal Classification" published in IEEE EMBS 2020 (42nd Annual Inter…☆108Jun 4, 2023Updated 2 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆42Apr 30, 2023Updated 2 years ago
- ☆10Dec 3, 2021Updated 4 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 4 years ago
- code for LMDA☆88Jul 14, 2023Updated 2 years ago
- EEG Motor Imagery with Deep Learning☆14Feb 25, 2022Updated 4 years ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆55May 20, 2021Updated 4 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 3 years ago
- Python implementation of the CSP algorithm☆11Mar 24, 2022Updated 3 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,484May 2, 2022Updated 3 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Nov 9, 2020Updated 5 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 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
- Deep learning software to decode EEG, ECG or MEG signals☆1,178Updated this week