Alternatives and similar repositories for CogniNET

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

• AliAbyaneh / Extracting-Image-from-EEG-signals
  ☆42Updated 5 years ago
• deepBrains / TSception
  PyTorch implementation of TSception
  ☆84Updated 2 years ago
• Dreem-Organization / RobustSleepNet
  Transfer learning for sleep stage detection
  ☆35Updated 4 years ago
• tiehangd / MUPS-EEG
  Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification
  ☆44Updated 2 years ago
• pquochuy / MultitaskSleepNet
  Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
  ☆44Updated 2 years ago
• mjmnzg / Custom-Domain-Adaptation
  Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition
  ☆15Updated 4 years ago
• likith012 / mulEEG
  Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
  ☆36Updated 2 months ago
• pbizopoulos / signal2image-modules-in-deep-neural-networks-for-eeg-classification
  ☆21Updated 3 weeks ago
• pquochuy / xsleepnet
  ☆56Updated 2 years ago
• pquochuy / sleep_transfer_learning
  Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
  ☆48Updated 2 years ago
• numediart / EEGLearn-Pytorch
  ☆133Updated 3 years ago
• XueJiang16 / ssl-torch
  ☆38Updated 4 years ago
• dfreer15 / DeepEEGDataAugmentation
  Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…
  ☆30Updated 5 years ago
• SPOClab-ca / BENDR
  ☆200Updated 3 years ago
• javiferfer / cross-subject-eeg-emotion-recognition-through-nn
  ☆33Updated 9 months ago
• pbashivan / EEG_CNN
  Python code for mental state recognition from EEG observations using CNN and RNN networks.
  ☆34Updated 9 years ago
• wangjinzhuo / wearables
  ☆31Updated 5 years ago
• emadeldeen24 / ADAST
  [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
  ☆39Updated 2 years ago
• tczhangzhi / PyTorch-GANSER
  Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"
  ☆76Updated 3 years ago
• robintibor / auto-eeg-diagnosis-example
  ☆36Updated 7 years ago
• hauke-d / cnn-eeg
  CNN classifier to classify MI-EEG signals
  ☆50Updated 6 years ago
• vancleys / EEGFeatures
  EEG Features to be extract from raw data.
  ☆28Updated 8 years ago
• zhongpeixiang / RGNN
  The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"
  ☆213Updated 5 years ago
• guangyizhangbci / EEG_Riemannian
  IEEE Transactions on Emerging Topics in Computational Intelligence
  ☆71Updated 8 months ago
• mlberkeley / eeg-ssl
  Self-supervised learning for EEG
  ☆28Updated 5 years ago
• pquochuy / SeqSleepNet
  SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
  ☆108Updated 2 years 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
• basel-shehabi / EEG-Synthetic-Data-Using-GANs
  This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…
  ☆55Updated 5 years ago
• cuijiancorbin / EEG-based-Cross-Subject-Driver-Drowsiness-Recognition-with-an-Interpretable-CNN
  Existing work in the field of BCI treats deep learning models as black-box classifiers. In this project, we develop a novel model named "…
  ☆23Updated 3 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 (…
  ☆28Updated 3 years ago