SCUT-IEL / SSF-CNNLinks
This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attention detection based on spectro-spatial features from EEG"
☆11Updated 4 years ago
Alternatives and similar repositories for SSF-CNN
Users that are interested in SSF-CNN are comparing it to the libraries listed below
Sorting:
- the implementation of the ASAD_DenseNet☆29Updated 6 months ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Updated 2 years ago
- ☆12Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆12Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆26Updated 4 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆16Updated 3 years ago
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆25Updated 4 years ago
- SOTA methods for performing emotion classification using Transformers.☆21Updated 3 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆58Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 5 months ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆67Updated 5 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆71Updated last year
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆22Updated 3 years ago
- BrainFusion is an open-source Python platform for analyzing multimodal physiological signals (EEG, EMG, ECG, fNIRS). It offers preprocess…☆28Updated 3 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆34Updated 2 months ago
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆19Updated last year
- ☆11Updated 2 years ago
- ☆32Updated last year
- SEEG Project☆16Updated 4 years ago
- ☆34Updated last year
- ☆11Updated 2 years ago
- ☆19Updated 6 months ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆22Updated 4 months ago
- ☆96Updated 10 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆78Updated 3 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆94Updated 2 years ago
- Repository of EEG-Simpleconv original paper☆43Updated last month
- ☆14Updated 2 weeks ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆27Updated 5 months ago