Alternatives and similar repositories for Transformer-for-Single-Channel-EEG

Users that are interested in Transformer-for-Single-Channel-EEG are comparing it to the libraries listed below

• quwei913 / A-Residual-based-Attention-Model-for-EEG-basedSleep-Staging
  A Residual based Attention Model for EEG basedSleep Staging
  ☆11Updated 4 years ago
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆39Updated last year
• yangdai97 / MultiChannelSleepNet
  [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
  ☆56Updated 2 years ago
• abhijithrb / SeizurePrediction
  A CNN + LSTM architecture to predict seizure from EEG data
  ☆48Updated 2 years ago
• SambitSahuIT / Emotion-Classification-by-EEG-DEAP-Dataset
  Emotion-Classification-by-EEG-DEAP-Dataset implemented in 2DCNNN-LSTM-1DCNN+GRU and the 1D_cnn+gru model gives the highest accuracy
  ☆11Updated 2 years ago
• ceresOPA / Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network
  基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）
  ☆33Updated 2 years ago
• yi-ding-cs / MASA-TCN
  [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN
  ☆40Updated 8 months ago
• xiyangcai / SEN-DAL
  Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging
  ☆21Updated 7 months ago
• lvlinyang / EEG-classification
  paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”
  ☆14Updated 4 years ago
• EdgarMoyete / EEG-Classification-with-CNN
  Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…
  ☆47Updated 3 years ago
• Hzam / EEG-Datamining
  Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;
  ☆11Updated 3 years ago
• YJPai65 / MVF-SleepNet
  ☆21Updated 2 years ago
• zhangmingjian180 / TS-Transformer
  Emotion recognition base on EEG.
  ☆17Updated 2 years ago
• renhong-zhang / eeg-emotion-recognition-with-vit
  Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.
  ☆70Updated 2 years ago
• emadeldeen24 / AttnSleep
  [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
  ☆242Updated last year
• 2018110060ding / EmotionCaps
  ☆19Updated 5 years ago
• ziyujia / Signal-feature-extraction_DE-and-PSD
  Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.
  ☆82Updated 5 years ago
• ruix6 / ERTNet
  Emotion Recognition Transformer Network Based EEG Signals.
  ☆23Updated 2 years ago
• hakanbicerrr / Epileptic_Seizure_Detection
  Epileptic Seizure Detection on EEG Data based on CHB-MIT database.
  ☆21Updated last year
• NickGreen99 / Emotion-Recognition-EEG-Transformer
  Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model
  ☆33Updated last month
• ziyujia / Sleep-Stages-Classification-Papers
  A list of papers for sleep stages classification using machine learning/deep learning.
  ☆93Updated 3 years ago
• dasparagjyoti / EEG-Channel-Selection-for-Emotion-Recognition
  Developed an best EEG Channel Selection Model Using Technique like MIMR
  ☆10Updated 3 years ago
• zwcolin / EEG-Transformer
  A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
  ☆181Updated 4 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
  ☆15Updated 10 months ago
• AstoncPou / ACRNN
  EEG-based Emotion Recognition via Channel-wise Attention and Self Attention
  ☆14Updated 4 years ago
• yangsh827 / Seizure_FE
  Feature extraction for EEG signals
  ☆29Updated 5 years ago
• I-am-BigOrange / VigilanceNet
  DL model estimating vigilance levels using multimodal EEG and EOG
  ☆28Updated 3 years ago
• CodeBreathing / DMMR
  The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…
  ☆58Updated 4 months ago
• Jinminbox / PGCN
  PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
  ☆67Updated last year
• zzx-JLU / ECLGCNN
  ECLGCNN is an emotion recognition method based on EEG data.
  ☆19Updated 2 years ago