Alternatives and similar repositories for EEG-Transformer

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

• Altaheri / EEG-ATCNet
  Attention temporal convolutional network for EEG-based motor imagery classification
  ☆310Updated last month
• eeyhsong / EEG-Conformer
  EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
  ☆683Updated last year
• zwcolin / EEG-Transformer
  A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
  ☆194Updated 8 months ago
• emadeldeen24 / AttnSleep
  [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
  ☆265Updated 2 years ago
• redevaaa / Transformer-for-EEG
  modify self-attention model for EEG signal as input and image embedding layer as output
  ☆102Updated 6 years ago
• iis-eth-zurich / eeg-tcnet
  ☆92Updated 4 years ago
• MiaoZhengQing / LMDA-Code
  code for LMDA
  ☆87Updated 2 years ago
• ravikiran-mane / FBCNet
  FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface
  ☆144Updated 2 years ago
• krishk97 / ECE-C247-EEG-GAN
  GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…
  ☆172Updated 5 years ago
• edw4rdyao / eeg_mi_dl
  A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…
  ☆84Updated last year
• zhangks98 / eeg-adapt
  Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".
  ☆100Updated 3 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
• sucv / EEGNet_Pytorch_Implementation
  Pytorch implementation of EEGNet.
  ☆52Updated 3 years ago
• High-East / BCI-ToolBox
  Deep Learning pipeline for motor-imagery classification.
  ☆64Updated 4 years ago
• yi-ding-cs / TSception
  [TAFFC-2022] PyTorch implementation of TSception v2
  ☆147Updated 2 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
• ncclabsustech / EEGdenoiseNet
  EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…
  ☆228Updated 2 years ago
• EdgarMoyete / Deep-Learning-BCI-IV-2a
  Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores
  ☆55Updated 4 years ago
• comojin1994 / m-shallowconvnet
  Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals
  ☆36Updated 8 months ago
• neerajwagh / eeg-gcnn
  Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…
  ☆185Updated 3 years ago
• arkanivasarkar / EEG-Data-Augmentation-using-Variational-Autoencoder
  Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals
  ☆51Updated last year
• ziyujia / Motor-Imagery-Papers
  A list of papers for motor imagery using machine learning/deep learning.
  ☆84Updated 4 years ago
• bregydoc / bcidatasetIV2a
  This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …
  ☆155Updated 5 months ago
• gzoumpourlis / DEAP_MNE_preprocessing
  Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction
  ☆90Updated 3 years ago
• eeyhsong / NICE-EEG
  [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…
  ☆189Updated 6 months ago
• BUVANEASH / EEG-Motor-Imagery-Classification---ANN
  Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction
  ☆91Updated 3 years ago
• GeometricBCI / Tensor-CSPNet-and-Graph-CSPNet
  This is the python implementation of Tensor-CSPNet and Graph-CSPNet.
  ☆81Updated last week
• IoBT-VISTEC / MIN2Net
  End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
  ☆101Updated 7 months 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
• doc-ycm / EEG-ATCNet-pytorch
  ☆21Updated 2 years ago