Alternatives and similar repositories for SDDA

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

• BINE022 / EEGPT
  Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…
  ☆265Updated last year
• 935963004 / LaBraM
  [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
  ☆544Updated 4 months ago
• 935963004 / NeuroLM
  [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
  ☆126Updated 4 months ago
• HaitaoWuTJU / Uncertainty-aware-Blur-Prior
  Uncertainty-aware Blur Prior on CVPR 2025
  ☆70Updated 2 months ago
• wjq-learning / CBraMod
  [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
  ☆260Updated 3 weeks 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.…
  ☆191Updated 6 months ago
• staraink / MIRepNet
  The first EEG foundation model explicitly tailored for the motor imagery (MI) paradigm.
  ☆91Updated last week
• wzwvv / DBConformer
  [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
  ☆41Updated last month
• liangyubuaa / Milmer
  ☆12Updated 2 months ago
• ncclab-sustech / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆88Updated last month
• NeuSpeech / EEG-To-Text
  ☆167Updated 6 months ago
• abhijitmishra / Thought2Text
  EEG to Language through LLMs
  ☆96Updated last year
• Jiaheng-Wang / IFNet
  ☆30Updated 2 years ago
• XiaoZhangYES / CognitionCapturer
  ☆39Updated 8 months ago
• ispamm / MHyEEG
  Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)
  ☆90Updated 8 months ago
• dongyangli-del / EEG_Image_decode
  Using vision-language models to decode natural image perception from non-invasive brain recordings.
  ☆191Updated last month
• Promise-Z5Q2SQ / EEG-ImageNet-Dataset
  ☆61Updated 8 months ago
• SionAn / MICCAI2024-ResTL
  ☆16Updated last year
• ruiqiRichard / EEGViT
  ☆32Updated 2 years ago
• liulab-repository / Du-IN
  NeurIPS 2024 poster
  ☆33Updated last year
• willxxy / awesome-mmps
  Corpus of resources for multimodal machine learning with physiological signals (mmps).
  ☆149Updated last week
• 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
• 935963004 / MAET
  [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels
  ☆67Updated 4 months ago
• ycq091044 / BIOT
  BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.
  ☆178Updated 2 years ago
• yi-ding-cs / EmT
  [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
  ☆90Updated last month
• MichaelMaiii / AIGC-Brain
  Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
  ☆104Updated last year
• greeyun / DGGN
  ☆19Updated 11 months ago
• sylyoung / DeepTransferEEG
  ☆49Updated 4 months ago
• XuanhaoLiu / EEG2Video
  NeurIPS 24, decoding video from EEG signals
  ☆122Updated 9 months ago
• wzwvv / EEGAug
  [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces
  ☆25Updated last year