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
- EEG Motor Imagery with Deep Learning☆13Updated 3 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- code for LMDA☆79Updated last year
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆43Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 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☆34Updated 2 weeks ago
- A list of papers for motor imagery using machine learning/deep learning.☆77Updated 4 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆70Updated 9 months ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 2 years ago
- ☆80Updated 3 years ago
- Pytorch implementation of EEGNet.☆45Updated 2 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆45Updated 2 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
- ☆34Updated 11 months ago
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆20Updated 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 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆65Updated last week
- ☆43Updated 6 years ago
- ☆29Updated 9 months ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- BCI Competition IV dataset 2a☆27Updated 5 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆127Updated last year
- The codes that I implemented during my B.Sc. project.☆22Updated 3 years ago
- ☆29Updated 3 years ago