Self-supervised learning for EEG
☆28Sep 2, 2020Updated 5 years ago
Alternatives and similar repositories for eeg-ssl
Users that are interested in eeg-ssl are comparing it to the libraries listed below
Sorting:
- ☆11May 20, 2023Updated 2 years ago
- ☆32May 2, 2023Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Jun 20, 2020Updated 5 years ago
- Code for the paper "An instantaneous voice synthesis neuroprosthesis" Wairagkar et al. Nature 2025☆42Jun 11, 2025Updated 9 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Aug 30, 2020Updated 5 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆13Dec 5, 2025Updated 3 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆72Sep 29, 2025Updated 5 months ago
- ☆35Sep 5, 2025Updated 6 months ago
- ☆18Oct 6, 2025Updated 5 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Oct 13, 2025Updated 5 months ago
- ☆17Dec 16, 2024Updated last year
- ☆12Feb 12, 2023Updated 3 years ago
- 《XAI 설명 가능한 인공지능, 인공지능을 해부하다》 예제 코드☆43Dec 8, 2022Updated 3 years ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆34Dec 2, 2024Updated last year
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆90May 2, 2025Updated 10 months ago
- ☆43Nov 19, 2024Updated last year
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 3 years ago
- [ICLR 2023] Code for BrainBERT☆72Nov 5, 2025Updated 4 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, e…☆17Aug 6, 2024Updated last year
- 一个简单项目,只有一个页面。循环播放十首电影原声精选,背景乐为下雨声。☆12Dec 9, 2022Updated 3 years ago
- ☆67Feb 27, 2026Updated 3 weeks ago
- EEG Features to be extract from raw data.☆28Mar 30, 2017Updated 8 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆30Apr 22, 2025Updated 11 months ago
- Research_speech_speaker_verification_nist_sre2010☆12Mar 1, 2016Updated 10 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- ☆20Mar 25, 2025Updated 11 months ago
- ☆27Jul 18, 2024Updated last year
- deepmeg recurrent encoder☆25Jun 22, 2022Updated 3 years ago
- Connectivity algorithms that leverage the MNE-Python API.☆88Updated this week
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Jul 17, 2024Updated last year
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated 2 years ago
- This repo focuses on supervised and self-supervised bio-sequence representation learning☆22Oct 11, 2023Updated 2 years ago
- The code of my master thesis at UCLouvain. Contains a MViT architecture and some pre-processing functions to generate pre-training datase…☆26Nov 12, 2024Updated last year