JaeyoungShin / hybrid-BCI
Tutorial for data processing for hybrid BCI
☆29Updated 6 years ago
Related projects: ⓘ
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆112Updated 9 months ago
- ☆72Updated 3 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆58Updated 4 years ago
- code for LMDA☆58Updated last year
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆80Updated last year
- Deep Learning pipeline for motor-imagery classification.☆54Updated 2 years ago
- Python implemementation of the FBCSP algorithm☆32Updated 3 months ago
- ☆39Updated last year
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆38Updated last year
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆79Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 3 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆59Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆54Updated last month
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆13Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆33Updated 8 months ago
- EEG motor imagery classification using convolutional neural networks☆31Updated last year
- EEG Motor Imagery with Deep Learning☆12Updated 2 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Updated last year
- BCI Competition IV dataset 2a☆26Updated 5 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆55Updated 5 months ago
- Analysis of Transformer attention in EEG signal classification☆40Updated 2 weeks ago
- ☆30Updated 4 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆51Updated last year
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆150Updated last year
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆129Updated 10 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆62Updated 3 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆174Updated 2 months ago
- The codes that I implemented during my B.Sc. project.☆20Updated 2 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆46Updated 3 years ago
- ☆42Updated 5 years ago