Alternatives and similar repositories for Brant-2

Users that are interested in Brant-2 are comparing it to the libraries listed below

• wjq-learning / CBraMod
  [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
  ☆168Updated last month
• ycq091044 / BIOT
  NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.
  ☆148Updated last year
• czlwang / BrainBERT
  [ICLR 2023] Code for BrainBERT
  ☆63Updated this week
• CECNL / MAtt
  ☆66Updated 2 years ago
• kekehia123 / cl_sster
  Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals
  ☆23Updated last year
• 935963004 / NeuroLM
  [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
  ☆84Updated 4 months ago
• yzz673 / Brant
  Pre-trained Transformer on Brain Signals
  ☆32Updated 4 months ago
• gmentz / seegnificant
  Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)
  ☆15Updated 3 months ago
• zjunet / Brant-X
  ☆22Updated last year
• EEGdecoding / Code-SBLEST
  Matlab code for SBLEST algorithm
  ☆44Updated last year
• liulab-repository / Du-IN
  NeurIPS 2024 poster
  ☆26Updated 8 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.…
  ☆163Updated 2 months ago
• gifale95 / eeg_encoding
  Use DNNs to build encoding models of EEG visual responses.
  ☆90Updated 6 months ago
• MedMaxLab / selfEEG
  selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data
  ☆61Updated 3 months ago
• ruiqiRichard / EEGViT
  ☆32Updated last year
• Baizhige / EEGUnity
  An open source tool for large-scale EEG datasets processing
  ☆49Updated 3 months ago
• DingWenl / CNN-FormerWithEEG-ME
  CNN-Former model with EEG-ME for SSVEP classification (TNSRE)
  ☆13Updated last year
• 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
• MAILAB-korea / META-EEG
  META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces
  ☆22Updated last year
• BINE022 / EEGPT
  Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…
  ☆195Updated 10 months ago
• ncclabsustech / Chinese_reading_task_eeg_processing
  ☆67Updated last year
• duanyiqun / Brain-Diffusion
  Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.
  ☆39Updated 2 years ago
• ncclab-sustech / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆68Updated 2 months ago
• SheepTAO / dpeeg
  Deep Learning with EEG.
  ☆21Updated 9 months ago
• AutoResearch / EEG-GAN
  ☆28Updated 2 months ago
• neerajwagh / eeg-self-supervision
  Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…
  ☆22Updated 2 years ago
• XueJiang16 / ssl-torch
  ☆38Updated 4 years ago
• desa-lab / Perceptogram
  Reconstructing Visual Percepts from EEG
  ☆35Updated 4 months ago
• chenxiachan / EEGNeX
  About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
  ☆64Updated 2 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…
  ☆83Updated 2 months ago