sunzhe839 / tensorfusion_EEG_NIRS
Python A novel multimodal approach for hybridbrain-computer interface
☆17Updated 4 years ago
Alternatives and similar repositories for tensorfusion_EEG_NIRS:
Users that are interested in tensorfusion_EEG_NIRS are comparing it to the libraries listed below
- Preprocessing and feature extraction (slopes, moving slopes, Kurtosis, skewness, mean and variance) codes in MATLAB for analyzing fNIRS (…☆10Updated 7 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆65Updated 3 weeks ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆8Updated 4 years ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆19Updated 9 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆23Updated 6 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆42Updated 2 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆60Updated last year
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆12Updated 3 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- Tutorial for data processing for hybrid BCI☆36Updated 6 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆37Updated last year
- Python implemementation of the FBCSP algorithm☆32Updated 9 months ago
- Pytorch implementation of EEGNet.☆45Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆40Updated last year
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆18Updated 4 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆124Updated last year
- code for LMDA☆78Updated last year
- ☆28Updated 8 months ago
- implementation of FBCSP algorithm☆25Updated 6 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆52Updated 3 years ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆19Updated 9 months ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆37Updated last year
- Matlab code for SBLEST algorithm☆41Updated last year
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆39Updated last year
- ☆77Updated 3 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆33Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆67Updated 4 years ago