Alternatives and similar repositories for EEG-LLM

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

• CodeBreathing / DMMR
  The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…
  ☆71Updated 8 months ago
• eeyhsong / EEG-Toolbox
  A toolbox for EEG signals processing. Welcome to join and build!
  ☆13Updated 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…
  ☆104Updated 7 months ago
• hongyizhi / TSFCNet
  ☆14Updated last year
• eeyhsong / Adaptor
  Global Adaptive Transformer for Cross-Subject EEG Classification.
  ☆31Updated 2 years ago
• eeyhsong / NICE-LLM
  [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.
  ☆31Updated last year
• meiyor / SincNet-for-Autism-EEG-based-Emotion-Recognition
  This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…
  ☆79Updated 7 months ago
• zwcolin / EEG-Transformer
  A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
  ☆194Updated 8 months ago
• ispamm / MHyEEG
  Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)
  ☆88Updated 8 months ago
• willxxy / awesome-mmps
  Corpus of resources for multimodal machine learning with physiological signals (mmps).
  ☆147Updated this week
• yi-ding-cs / EmT
  [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
  ☆90Updated 3 weeks ago
• 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
• 935963004 / NeuroLM
  [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
  ☆122Updated 4 months ago
• ruiqiRichard / EEGViT
  ☆32Updated 2 years ago
• KAZABANA / EEGMatch
  ☆43Updated last year
• 0xallam / Brain-EEG-Emotion-Classifier
  Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.
  ☆31Updated 2 years ago
• ziyujia / Sleep-Stages-Classification-Papers
  A list of papers for sleep stages classification using machine learning/deep learning.
  ☆95Updated 3 years ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆47Updated 2 years ago
• ChiShengChen / MUSE_EEG
  The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
  ☆43Updated 9 months ago
• BINE022 / EEGPT
  Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…
  ☆261Updated last year
• yi-ding-cs / MASA-TCN
  [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN
  ☆45Updated last year
• javiferfer / cross-subject-eeg-emotion-recognition-through-nn
  ☆34Updated 10 months ago
• IoBT-VISTEC / MIN2Net
  End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
  ☆103Updated 8 months ago
• James-Mc1ntyre / DeepLearningProject
  Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals
  ☆11Updated 3 years ago
• IoBT-VISTEC / EEGWaveNet
  source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…
  ☆65Updated 3 years ago
• AliAbyaneh / Extracting-Image-from-EEG-signals
  ☆42Updated 5 years ago
• 935963004 / MAET
  [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels
  ☆67Updated 4 months ago
• eeyhsong / NICE-EEG
  [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…
  ☆189Updated 6 months ago
• AniketRajpoot / Emotion-Recognition-Transformers
  SOTA methods for performing emotion classification using Transformers.
  ☆21Updated 3 years ago
• MiaoZhengQing / TSFF
  ☆15Updated 2 years ago