Alternatives and similar repositories for ML_BCI_tutorial

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

• chongwar / gnn-eeg
  Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.
  ☆55Updated 4 years ago
• robintibor / auto-eeg-diagnosis-example
  ☆36Updated 7 years ago
• High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classification
  Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper
  ☆37Updated 3 years ago
• numediart / EEGLearn-Pytorch
  ☆131Updated 2 years ago
• guangyizhangbci / EEG_Riemannian
  IEEE Transactions on Emerging Topics in Computational Intelligence
  ☆67Updated 6 months ago
• mcd4874 / NeurIPS_competition
  code for NeurIPS_competition
  ☆28Updated 3 years ago
• maxxxzdn / EEGCN
  Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]
  ☆22Updated 3 years ago
• GeometricBCI / Tensor-CSPNet-and-Graph-CSPNet
  This is the python implementation of Tensor-CSPNet and Graph-CSPNet.
  ☆72Updated 5 months ago
• numediart / Attention-EEG
  ☆21Updated 2 years ago
• eeg-augmentation-benchmark / eeg-augmentation-benchmark-2022
  Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…
  ☆48Updated 2 years ago
• cuijiancorbin / A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG
  In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…
  ☆27Updated 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…
  ☆89Updated 4 months ago
• AutoResearch / EEG-GAN
  ☆28Updated 3 months ago
• javiferfer / cross-subject-eeg-emotion-recognition-through-nn
  ☆32Updated 7 months ago
• rivasd / eeglstm
  LSTM-based neural network system to predict EEG signals
  ☆29Updated 6 years ago
• MedMaxLab / selfEEG
  selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data
  ☆62Updated 4 months ago
• prashanth-prakash / EEG-ANALYSIS-FOR-MOTOR-IMAGERY-APPLICATION
  ☆44Updated 6 years ago
• robintibor / braindecode
  Moved to https://github.com/TNTLFreiburg/braindecode!
  ☆66Updated 5 years ago
• ufvceiec / EEGRAPH
  EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.
  ☆155Updated last year
• rootskar / EEGMotorImagery
  EEG motor imagery classification using convolutional neural networks
  ☆39Updated 2 years ago
• Serpeve / EEGSym
  Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…
  ☆25Updated 2 years ago
• gzoumpourlis / Ensemble-MI
  PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"
  ☆17Updated last year
• robintibor / high-gamma-dataset
  ☆74Updated 3 years ago
• IoBT-VISTEC / Decoding-EEG-during-AO-MI-ME
  The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…
  ☆39Updated last year
• dav0dea / eeg-transformer
  Analysis of Transformer attention in EEG signal classification
  ☆45Updated last year
• Strypsteen / Gumbel-Channel-Selection
  Perform EEG Channel selection with Gumbel-softmax
  ☆14Updated 4 years ago
• CECNL / MAtt
  ☆66Updated 2 years ago
• SPOClab-ca / dn3
  The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.
  ☆71Updated 3 years ago
• AITRICS / EEG_real_time_seizure_detection
  Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)
  ☆112Updated 2 years ago
• XueJiang16 / ssl-torch
  ☆39Updated 4 years ago