Alternatives and similar repositories for selfEEG:

Users that are interested in selfEEG are comparing it to the libraries listed below

• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆46Updated last year
• XueJiang16 / ssl-torch
  ☆37Updated 4 years ago
• CECNL / MAtt
  ☆59Updated last year
• ycq091044 / BIOT
  NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.
  ☆115Updated last year
• 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…
  ☆42Updated 2 years ago
• likith012 / mulEEG
  Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
  ☆34Updated 2 years ago
• tufts-ml / fNIRS-mental-workload-classifiers
  Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors
  ☆28Updated 3 years ago
• yi-ding-cs / EEG-Deformer
  [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…
  ☆65Updated 4 months 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
• IBM / seizure-type-classification-tuh
  seizure type classification using TUH dataset
  ☆69Updated last year
• rkobler / TSMNet
  Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…
  ☆54Updated 2 years ago
• High-East / BCI-ToolBox
  Deep Learning pipeline for motor-imagery classification.
  ☆59Updated 3 years ago
• neerajwagh / eeg-self-supervision
  Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…
  ☆21Updated last year
• AutoResearch / EEG-GAN
  ☆24Updated 2 months ago
• mcd4874 / NeurIPS_competition
  code for NeurIPS_competition
  ☆27Updated 3 years ago
• ruiqiRichard / EEGViT
  ☆33Updated last year
• yzz673 / Brant-2
  ☆33Updated last month
• PhilippThoelke / eeg-transformer
  Analysis of Transformer attention in EEG signal classification
  ☆43Updated 7 months ago
• IoBT-VISTEC / MetaSleepLearner
  Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…
  ☆40Updated 4 years ago
• GeometricBCI / Tensor-CSPNet-and-Graph-CSPNet
  This is the python implementation of Tensor-CSPNet and Graph-CSPNet.
  ☆65Updated 2 weeks ago
• ICLab4DL / GGN
  GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)
  ☆51Updated last year
• EEGdecoding / Code-SBLEST
  Matlab code for SBLEST algorithm
  ☆41Updated last year
• martinwimpff / channel-attention
  ☆32Updated 10 months ago
• emadeldeen24 / ADAST
  [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
  ☆38Updated last year
• javiferfer / cross-subject-eeg-emotion-recognition-through-nn
  ☆28Updated 2 weeks ago
• Pooria90 / EEG-Motor-Imagery-Analysis
  The codes that I implemented during my B.Sc. project.
  ☆22Updated 3 years ago
• comojin1994 / DFformer
  Towards Domain Free Transformer for Generalized EEG Pre-training
  ☆26Updated last year
• hongyizhi / TSFCNet
  ☆10Updated last year
• dlcjfgmlnasa / NeuroNet
  [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
  ☆52Updated last month
• tsy935 / eeg-gnn-ssl
  ☆160Updated 2 years ago