exporl / spatial-focus-of-attention-csp-and-rgcLinks
MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based classifiers
☆25Updated 3 years ago
Alternatives and similar repositories for spatial-focus-of-attention-csp-and-rgc
Users that are interested in spatial-focus-of-attention-csp-and-rgc are comparing it to the libraries listed below
Sorting:
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆15Updated 2 months ago
- Deep learning model for EEG artifact removal☆79Updated 3 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Updated 3 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆65Updated 2 years ago
- 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 4 years ago
- ☆28Updated 4 months ago
- Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox☆24Updated 7 years ago
- ☆18Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 7 months ago
- Matlab code for SBLEST algorithm☆44Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- ☆68Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆74Updated 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
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆11Updated 4 years ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Updated 3 years ago
- Decoding of the speech envelope from EEG using the VLAAI deep neural network☆15Updated 3 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Updated 5 years ago
- ☆22Updated 2 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Updated 4 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- Self-supervised learning for EEG☆27Updated 5 years ago
- ☆12Updated 2 years ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆23Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆17Updated 3 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆70Updated 7 months ago
- Python library to compute functional connectivity measures from EEG☆10Updated 2 years ago