Alternatives and similar repositories for TA-STS-ConvNet

Users that are interested in TA-STS-ConvNet are comparing it to the libraries listed below

• zhangmingjian180 / TS-Transformer
  Emotion recognition base on EEG.
  ☆19Updated 2 years ago
• ruix6 / ERTNet
  Emotion Recognition Transformer Network Based EEG Signals.
  ☆26Updated 2 years ago
• hakanbicerrr / Epileptic_Seizure_Detection
  Epileptic Seizure Detection on EEG Data based on CHB-MIT database.
  ☆22Updated last year
• tczhangzhi / PyTorch-GANSER
  Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"
  ☆76Updated 3 years ago
• zzx-JLU / ECLGCNN
  ECLGCNN is an emotion recognition method based on EEG data.
  ☆19Updated 2 years ago
• kanhaoning / Self-supervised-group-meiosis-contrastive-learning-for-EEG-based-emotion-recognition
  ☆32Updated 2 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…
  ☆49Updated 3 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
• IoBT-VISTEC / EEGWaveNet
  source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…
  ☆65Updated 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
• quwei913 / A-Residual-based-Attention-Model-for-EEG-basedSleep-Staging
  A Residual based Attention Model for EEG basedSleep Staging
  ☆11Updated 4 years ago
• abhijithrb / SeizurePrediction
  A CNN + LSTM architecture to predict seizure from EEG data
  ☆49Updated 2 years ago
• NickGreen99 / Emotion-Recognition-EEG-Transformer
  Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model
  ☆38Updated 5 months ago
• dunhuiliu / EEG_emotion_recognition
  硕士期间课题研究记录
  ☆17Updated 2 years ago
• CodeBreathing / DMMR
  The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…
  ☆70Updated 8 months ago
• luisevogt / Emotion-Recognition-from-EEG-Data-with-Time-Series-Transformers
  My master thesis about emotion recognition from EEG data with a time series transformer
  ☆22Updated 2 years ago
• RunminGan1218 / DAEST
  ☆22Updated 3 weeks ago
• wjyu01 / GraphEmotionNet
  A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".
  ☆17Updated 2 years ago
• Shenyonglong / Spatial-Temporal-attention-
  Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI
  ☆32Updated 4 years ago
• dolphin-in-a-coma / multi-task-cnn-eeg-emotion
  Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…
  ☆66Updated 2 years ago
• zwcolin / EEG-Transformer
  A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
  ☆194Updated 8 months ago
• eason123789 / Transformer-for-Single-Channel-EEG
  This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…
  ☆12Updated 2 years ago
• yangdai97 / MultiChannelSleepNet
  [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
  ☆63Updated 2 years ago
• zerozzl / eeg_emotion_recognition
  脑电情绪识别
  ☆12Updated 3 years ago
• renhong-zhang / eeg-emotion-recognition-with-vit
  Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.
  ☆78Updated 2 years ago
• lbwnbZx / EEG_MI_wavelet_CNN_Test
  基于小波变换和卷积神经网络的脑电运动成像信号分类
  ☆48Updated 5 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…
  ☆101Updated 6 months ago
• qeebeast7 / SFCSAN
  ☆13Updated 2 years ago
• emadeldeen24 / AttnSleep
  [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
  ☆265Updated 2 years ago
• flower-kyo / Tinysleepnet-pytorch
  TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG
  ☆30Updated 4 years ago