Alternatives and similar repositories for EEG2Rep

Users that are interested in EEG2Rep are comparing it to the libraries listed below

• ycq091044 / BIOT
  NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.
  ☆177Updated 2 years ago
• wjq-learning / CBraMod
  [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
  ☆250Updated last week
• bruAristimunha / Synthetic-Sleep-EEG-Signal-Generation-using-Latent-Diffusion-Models
  Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.
  ☆62Updated last year
• DL4mHealth / ADformer
  An End-to-end Transformer for Alzheimer's Disease Detection
  ☆20Updated 5 months ago
• zjunet / Brant-X
  ☆27Updated last year
• 935963004 / MAET
  [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels
  ☆67Updated 3 months ago
• CodeBreathing / DMMR
  The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…
  ☆70Updated 8 months ago
• dlcjfgmlnasa / NeuroNet
  [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
  ☆70Updated 11 months ago
• eeyhsong / Adaptor
  Global Adaptive Transformer for Cross-Subject EEG Classification.
  ☆31Updated 2 years ago
• CECNL / MAtt
  ☆70Updated 2 years ago
• comojin1994 / DFformer
  Towards Domain Free Transformer for Generalized EEG Pre-training
  ☆29Updated 8 months ago
• Jiaheng-Wang / IFNet
  ☆30Updated 2 years ago
• Armanfard-Lab / EEG-CGS
  [AAAI 2023] Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis
  ☆42Updated 2 years ago
• SCUT-IEL / STAnet
  This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…
  ☆15Updated 2 years ago
• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆54Updated 2 years ago
• MAILAB-korea / META-EEG
  META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces
  ☆25Updated last year
• yi-ding-cs / EEG-Deformer
  [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…
  ☆101Updated 6 months ago
• DL4mHealth / LEAD
  The World's First Foundational Model for EEG-based Alzheimer's Disease Detection
  ☆76Updated 11 months ago
• yi-ding-cs / EmT
  [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
  ☆89Updated last week
• 935963004 / NeuroLM
  [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
  ☆121Updated 4 months ago
• BINE022 / EEGPT
  Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…
  ☆260Updated last year
• yi-ding-cs / MASA-TCN
  [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN
  ☆45Updated last year
• wzwvv / DBConformer
  [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
  ☆39Updated last month
• KAZABANA / EEGMatch
  ☆43Updated last year
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆39Updated last year
• 1061413241 / MEET
  The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"
  ☆18Updated 3 years ago
• sylyoung / DeepTransferEEG
  ☆48Updated 3 months ago
• Miracle-2001 / GNN4EEG
  ☆102Updated last year
• XueJiang16 / ssl-torch
  ☆38Updated 4 years ago
• MiaoZhengQing / LMDA-Code
  code for LMDA
  ☆87Updated 2 years ago