Alternatives and similar repositories for EEG-LLM

Users that are interested in EEG-LLM are comparing it to the libraries listed below

• yi-ding-cs / EEG-Deformer
  [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…
  ☆83Updated 2 months ago
• eeyhsong / EEG-Toolbox
  A toolbox for EEG signals processing. Welcome to join and build!
  ☆13Updated 2 years ago
• CodeBreathing / DMMR
  The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…
  ☆58Updated 3 months ago
• eeyhsong / NICE-LLM
  [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.
  ☆23Updated 9 months ago
• hongyizhi / TSFCNet
  ☆13Updated last year
• ziyujia / Sleep-Stages-Classification-Papers
  A list of papers for sleep stages classification using machine learning/deep learning.
  ☆93Updated 3 years ago
• eeyhsong / Adaptor
  Global Adaptive Transformer for Cross-Subject EEG Classification.
  ☆28Updated last year
• yi-ding-cs / EmT
  [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
  ☆65Updated 3 weeks ago
• MiaoZhengQing / TSFF
  ☆15Updated last year
• 935963004 / NeuroLM
  [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
  ☆81Updated 4 months ago
• ispamm / MHyEEG
  Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)
  ☆75Updated 4 months ago
• ruiqiRichard / EEGViT
  ☆32Updated last year
• 0xallam / Brain-EEG-Emotion-Classifier
  Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.
  ☆29Updated 2 years ago
• AniketRajpoot / Emotion-Recognition-Transformers
  SOTA methods for performing emotion classification using Transformers.
  ☆21Updated 2 years ago
• pquochuy / xsleepnet
  ☆54Updated last year
• IoBT-VISTEC / MIN2Net
  End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
  ☆93Updated 3 months ago
• Ma-Xinzhi / EEG-TransNet
  ☆25Updated 9 months ago
• KAZABANA / EEGMatch
  ☆37Updated 9 months ago
• IoBT-VISTEC / EEGWaveNet
  source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…
  ☆61Updated 2 years ago
• zwcolin / EEG-Transformer
  A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
  ☆181Updated 4 months ago
• cuijiancorbin / EEG-based-Cross-Subject-Driver-Drowsiness-Recognition-with-an-Interpretable-CNN
  Existing work in the field of BCI treats deep learning models as black-box classifiers. In this project, we develop a novel model named "…
  ☆21Updated 3 years ago
• USC-InfoLab / NeuroGNN
  NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural …
  ☆46Updated last year
• yi-ding-cs / MASA-TCN
  [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN
  ☆40Updated 8 months ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆45Updated last year
• tczhangzhi / PyTorch-ESCGAN
  The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…
  ☆29Updated 4 months ago
• javiferfer / cross-subject-eeg-emotion-recognition-through-nn
  ☆31Updated 6 months ago
• AliAbyaneh / Extracting-Image-from-EEG-signals
  ☆41Updated 5 years ago
• dlcjfgmlnasa / NeuroNet
  [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
  ☆63Updated 7 months ago
• prajwalsingh / EEGStyleGAN-ADA
  Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
  ☆44Updated last year
• chaklam-silpasuwanchai / EEG-Emotion-Recognition
  This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.
  ☆31Updated 2 years ago