Alternatives and similar repositories for eeg-self-supervision

Users that are interested in eeg-self-supervision are comparing it to the libraries listed below

• CECNL / MAtt
  ☆66Updated last year
• kolcs / bionic_apps
  ☆16Updated 8 months ago
• XueJiang16 / ssl-torch
  ☆38Updated 4 years ago
• sabinechen / SPD-CNN-Using-Meta-Transfer-Learing-EEG-Cross-Subject-learning
  SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…
  ☆22Updated 2 years ago
• AKiessner / TUHAbnormal-Expansion-dataset
  ☆11Updated last year
• likith012 / mulEEG
  Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
  ☆35Updated 2 years ago
• rkobler / TSMNet
  Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…
  ☆58Updated 2 years ago
• High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classification
  Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper
  ☆37Updated 3 years ago
• eeg-augmentation-benchmark / eeg-augmentation-benchmark-2022
  Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…
  ☆46Updated 2 years ago
• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆47Updated 2 years ago
• guangyizhangbci / EEG_Riemannian
  IEEE Transactions on Emerging Topics in Computational Intelligence
  ☆67Updated 4 months ago
• eeyhsong / NICE-LLM
  [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.
  ☆23Updated 8 months ago
• maxxxzdn / EEGCN
  Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]
  ☆21Updated 3 years ago
• mlberkeley / eeg-ssl
  Self-supervised learning for EEG
  ☆26Updated 4 years ago
• AutoResearch / EEG-GAN
  ☆27Updated 2 months ago
• zjunet / Brant-X
  ☆22Updated last year
• hehe03 / LA
  This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…
  ☆21Updated 3 years ago
• yzz673 / Brant-2
  ☆41Updated 6 months ago
• EEGdecoding / Code-SBLEST
  Matlab code for SBLEST algorithm
  ☆43Updated last year
• MiaoZhengQing / WeightFreezing
  ☆14Updated 2 years ago
• mcd4874 / NeurIPS_competition
  code for NeurIPS_competition
  ☆28Updated 3 years ago
• KAZABANA / EEGMatch
  ☆37Updated 9 months ago
• tiehangd / MUPS-EEG
  Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification
  ☆42Updated last year
• DingWenl / CNN-FormerWithEEG-ME
  CNN-Former model with EEG-ME for SSVEP classification (TNSRE)
  ☆13Updated 11 months ago
• eeyhsong / Adaptor
  Global Adaptive Transformer for Cross-Subject EEG Classification.
  ☆28Updated last year
• rmpeng / TIE-EEGNet
  Temporal information enhanced EEGNet
  ☆13Updated 2 years ago
• MAILAB-korea / META-EEG
  META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces
  ☆20Updated last year
• javiferfer / cross-subject-eeg-emotion-recognition-through-nn
  ☆31Updated 5 months ago
• dberma02 / GAN_for_Synthetic_EEG_Data
  Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks
  ☆12Updated 6 years ago
• 1061413241 / MEET
  The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"
  ☆16Updated 3 years ago