Alternatives and similar repositories for STAnet

Users that are interested in STAnet 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…
  ☆65Updated 6 months ago
• 1061413241 / MEET
  The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"
  ☆18Updated 3 years ago
• KAZABANA / EEGMatch
  ☆41Updated last year
• yi-ding-cs / EmT
  [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
  ☆84Updated 3 months ago
• 935963004 / MAET
  [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels
  ☆58Updated 2 months ago
• Jinminbox / PGCN
  PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
  ☆72Updated last year
• ThreePoundUniverse / MACTN
  ☆19Updated 2 years ago
• KAZABANA / PR-PL
  official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)
  ☆50Updated last year
• MiaoZhengQing / LMDA-Code
  code for LMDA
  ☆85Updated 2 years ago
• yi-ding-cs / LGG
  [TNNLS-2023] This is the PyTorch implementation of LGGNet.
  ☆122Updated 2 years ago
• eeyhsong / Adaptor
  Global Adaptive Transformer for Cross-Subject EEG Classification.
  ☆29Updated last year
• yi-ding-cs / MASA-TCN
  [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN
  ☆44Updated 11 months ago
• CECNL / MAtt
  ☆68Updated 2 years ago
• sabinechen / SPD-CNN-Using-Meta-Transfer-Learing-EEG-Cross-Subject-learning
  SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…
  ☆23Updated 3 years ago
• MAILAB-korea / META-EEG
  META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces
  ☆24Updated last year
• comojin1994 / DFformer
  Towards Domain Free Transformer for Generalized EEG Pre-training
  ☆28Updated 7 months ago
• GeometricBCI / Tensor-CSPNet-and-Graph-CSPNet
  This is the python implementation of Tensor-CSPNet and Graph-CSPNet.
  ☆79Updated last month
• sylyoung / DeepTransferEEG
  ☆41Updated 2 months ago
• leeh2213 / MB2C
  The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch
  ☆21Updated last year
• xujiayang530 / DGCNN
  pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
  ☆97Updated 2 years ago
• martinwimpff / channel-attention
  ☆38Updated last year
• zjunet / Brant-X
  ☆26Updated last year
• kanhaoning / Self-supervised-group-meiosis-contrastive-learning-for-EEG-based-emotion-recognition
  ☆32Updated 2 years ago
• muzixiang / SI-CLEER
  The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …
  ☆18Updated 2 years ago
• gzoumpourlis / DEAP_MNE_preprocessing
  Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction
  ☆87Updated 3 years ago
• hancan16 / SST-DPN
  A Lightweight and High Performance Neural network for MI-EEG decoding
  ☆36Updated 8 months ago
• cvmdsp / MAS-DGAT-Net
  MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition
  ☆19Updated last year
• xueyunlong12589 / DGCNN
  Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch
  ☆115Updated 2 years ago
• CHEN-XDU / GMSS
  This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition
  ☆82Updated 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…
  ☆98Updated 5 months ago