orvindemsy / BCICIV2a-FBCSP
Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
☆39Updated last year
Alternatives and similar repositories for BCICIV2a-FBCSP:
Users that are interested in BCICIV2a-FBCSP are comparing it to the libraries listed below
- A list of papers for motor imagery using machine learning/deep learning.☆66Updated 4 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆54Updated 3 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆39Updated last year
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆82Updated 3 years ago
- EEG Motor Imagery with Deep Learning☆13Updated 3 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆8Updated 4 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆33Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆68Updated 7 months ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆18Updated 4 years ago
- code for LMDA☆76Updated last year
- BCI Competition IV dataset 2a☆27Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆123Updated last year
- Pytorch implementation of EEGNet.☆45Updated 2 years ago
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆19Updated 11 months 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…☆69Updated last year
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated last year
- DDGCNN for ssvep☆13Updated last year
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- ☆29Updated 2 years ago
- ☆28Updated 8 months ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆64Updated last week
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆42Updated 2 years ago
- ☆65Updated 2 years ago
- This is just a simple code of how to process EEG data when I learn motor imagination, just for reference.At the same time, it also contai…☆15Updated 4 months ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago