orvindemsy / BCICIV2a-FBCSPLinks
Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
☆45Updated last year
Alternatives and similar repositories for BCICIV2a-FBCSP
Users that are interested in BCICIV2a-FBCSP are comparing it to the libraries listed below
Sorting:
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 6 months ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆47Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆89Updated 3 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆83Updated 4 years ago
- code for LMDA☆84Updated 2 years ago
- EEG Motor Imagery with Deep Learning☆13Updated 3 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆78Updated last year
- Pytorch implementation of EEGNet.☆49Updated 3 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 5 years ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆70Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆140Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆54Updated 4 years ago
- ☆83Updated 4 years ago
- DDGCNN for ssvep☆15Updated last year
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆95Updated 2 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆46Updated 11 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated last week
- ☆37Updated last year
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆145Updated 3 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆48Updated 3 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Updated 3 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 3 years ago
- An EEG dichotomy program file , using CSP and SVM.☆26Updated 5 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- BCI Competition IV dataset 2a☆29Updated 6 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆284Updated last month
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Updated 2 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 4 months ago