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
☆24Updated 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 3 months ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Updated 3 years ago
- ☆18Updated 3 weeks ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆10Updated 4 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 6 months ago
- Deep learning model for EEG artifact removal☆79Updated 3 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆69Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 8 months ago
- ☆69Updated 2 years ago
- ☆20Updated 9 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- ☆18Updated 5 years ago
- Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox☆25Updated 7 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 years ago
- the implementation of the ASAD_DenseNet☆28Updated 9 months ago
- Self-supervised learning for EEG☆28Updated 5 years ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Updated last year
- code for NeurIPS_competition☆28Updated 3 years ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆24Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18Updated 3 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆48Updated 2 years ago
- ☆10Updated 4 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆59Updated 3 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated 2 months ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated last month