Alternatives and similar repositories for Transformer-MSCNN_for_EEG

Users that are interested in Transformer-MSCNN_for_EEG are comparing it to the libraries listed below

• Qianli-Wu / EEG_classification
  The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…
  ☆13Updated 2 years ago
• Shenyonglong / Spatial-Temporal-attention-
  Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI
  ☆32Updated 4 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
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆39Updated last year
• zwcolin / EEG-Transformer
  A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
  ☆190Updated 7 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
• ruix6 / ERTNet
  Emotion Recognition Transformer Network Based EEG Signals.
  ☆26Updated 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
• MiaoZhengQing / LMDA-Code
  code for LMDA
  ☆85Updated 2 years ago
• yi-ding-cs / EmT
  [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.
  ☆85Updated 3 months ago
• zhangmingjian180 / TS-Transformer
  Emotion recognition base on EEG.
  ☆19Updated 2 years ago
• numediart / Emotion-EEG
  Public Models considered for emotion estimation from EEG
  ☆34Updated 3 years ago
• yangdai97 / MultiChannelSleepNet
  [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
  ☆60Updated 2 years ago
• ispamm / MHyEEG
  Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)
  ☆84Updated 7 months ago
• EdgarMoyete / Deep-Learning-BCI-IV-2a
  Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores
  ☆54Updated 4 years ago
• Abhishek-Iyer1 / emotion-classifcation-eeg-seed-ensemble
  Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble
  ☆83Updated 4 years ago
• yezi0511 / SEED-Emotion-Recognition
  在 SEED 数据集上做 EEG 情绪识别
  ☆120Updated 5 years ago
• deepBrains / TSception
  PyTorch implementation of TSception
  ☆84Updated 2 years ago
• neerajwagh / eeg-gcnn
  Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…
  ☆184Updated 3 years ago
• ravikiran-mane / FBCNet
  FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface
  ☆142Updated 2 years ago
• zhongpeixiang / RGNN
  The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"
  ☆212Updated 5 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
• 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
• nasoboleva / EEG-Emotion-Recognition
  EEG data processing and it's convolution using AutoEncoder + CNN + RNN
  ☆95Updated 7 years 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
• eeyhsong / EEG-Toolbox
  A toolbox for EEG signals processing. Welcome to join and build!
  ☆13Updated 3 years ago
• I-am-BigOrange / VigilanceNet
  DL model estimating vigilance levels using multimodal EEG and EOG
  ☆29Updated 3 years ago
• ziyujia / SST-EmotionNet
  SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition
  ☆138Updated 4 years ago
• yi-ding-cs / TSception
  [TAFFC-2022] PyTorch implementation of TSception v2
  ☆144Updated 2 years ago
• zhangks98 / eeg-adapt
  Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".
  ☆98Updated 2 years ago