DL4mHealth / EF-NetLinks
[Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN
☆28Updated last year
Alternatives and similar repositories for EF-Net
Users that are interested in EF-Net are comparing it to the libraries listed below
Sorting:
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 8 months ago
- ☆40Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated 2 weeks ago
- Deep Learning pipeline for motor-imagery classification.☆64Updated 4 years ago
- code for LMDA☆87Updated 2 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Updated 5 years ago
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆15Updated 4 years ago
- ☆21Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆84Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆38Updated 10 months ago
- ☆92Updated 4 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆314Updated 2 months ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆33Updated last month
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 9 months ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆40Updated last month
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆21Updated 4 years ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆85Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆147Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Updated 2 years ago
- ☆48Updated 3 months ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- ☆32Updated 4 months ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆47Updated 2 years ago
- Pytorch implementation of EEGNet.☆52Updated 3 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆84Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆91Updated 3 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆126Updated 2 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Updated 2 years ago