lwh-scut / BrainFusionLinks
BrainFusion is an open-source Python platform for analyzing multimodal physiological signals (EEG, EMG, ECG, fNIRS). It offers preprocessing, feature extraction, and physiological signal coupling analysis, supporting neurovascular coupling, brain‒heart interactions, and other brain‒body analyses. BIDS-compliant and extensible for custom function…
☆34Updated 6 months ago
Alternatives and similar repositories for BrainFusion
Users that are interested in BrainFusion are comparing it to the libraries listed below
Sorting:
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆70Updated 10 months ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆48Updated 2 years ago
- code for LMDA☆86Updated 2 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆99Updated 6 months ago
- ☆39Updated last year
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆48Updated 10 months ago
- ☆69Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated 2 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆25Updated last year
- ☆73Updated 3 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 8 months ago
- Matlab code for SBLEST algorithm☆44Updated last year
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 7 months ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 4 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 6 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆73Updated last year
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Updated 3 years ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆84Updated 11 months ago
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆28Updated 8 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆143Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆261Updated 2 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆69Updated 2 years ago
- ☆87Updated 4 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Updated 3 years ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆33Updated 2 weeks ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆71Updated 8 months ago
- Analysis of Transformer attention in EEG signal classification☆48Updated last year
- DL model estimating vigilance levels using multimodal EEG and EOG☆30Updated 3 years ago