This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG"
☆15May 10, 2023Updated 2 years ago
Alternatives and similar repositories for STAnet
Users that are interested in STAnet are comparing it to the libraries listed below
Sorting:
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆10Sep 15, 2021Updated 4 years ago
- the implementation of the ASAD_DenseNet☆29Mar 24, 2025Updated 11 months ago
- ☆17May 18, 2023Updated 2 years ago
- An exploration of "Kaggle-EEG data for Mental Attention State Detection". Construct a pipeline to preprocess data. Use Wavelet Packet Dec…☆10Jan 6, 2022Updated 4 years ago
- ☆34Nov 30, 2023Updated 2 years ago
- The paper is being submitted☆19Jun 26, 2023Updated 2 years ago
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆16Apr 25, 2025Updated 10 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 2022Updated 3 years ago
- ☆43Nov 19, 2024Updated last year
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- SEEG Project☆16Dec 14, 2020Updated 5 years ago
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆22Nov 24, 2024Updated last year
- This project uses deep regression and generative models to reconstruct music from brain responses as participants passively listen to ful…☆18Apr 7, 2025Updated 10 months ago
- ☆19Dec 4, 2025Updated 2 months ago
- DBPNet model☆45Dec 13, 2024Updated last year
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆22Jul 2, 2024Updated last year
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Oct 19, 2022Updated 3 years ago
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 2023Updated 2 years ago
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆24Aug 3, 2021Updated 4 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆76Apr 30, 2024Updated last year
- ☆40May 18, 2025Updated 9 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆31Jan 11, 2024Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆127Sep 5, 2023Updated 2 years ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 4 years ago
- [IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification☆12Aug 20, 2024Updated last year
- This implementation is based on the SincAlignNet model from the paper 'Frequency-Based Alignment of EEG and Audio Signals Using Contrasti…☆14Jul 28, 2025Updated 7 months ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆40Jul 29, 2023Updated 2 years ago
- Decode Neural signal as Speech☆37Oct 6, 2024Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- COGNESTIC-2025 hands-on materials☆24Oct 3, 2025Updated 5 months ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated last year
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- ☆11Sep 21, 2024Updated last year
- python大麦网页端抢票软件,因为大麦现在只支持手机购票所以没用了☆13May 20, 2023Updated 2 years ago
- ☆42Sep 13, 2023Updated 2 years ago
- The official implementation for SETA (TIP 2024).☆11Feb 17, 2025Updated last year
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 5 years ago