eegnet

There are 24 repositories under eegnet topic.

  • aliasvishnu/EEGNet

    [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf

    Language:Jupyter Notebook28910767

  • amrzhd/EEGNet

    This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

    Language:Jupyter Notebook105214

  • amrzhd/EEG-MSCNN

    This project explores the impact of Multi-Scale CNNs on the classification of EEG signals in Brain-Computer Interface (BCI) systems. By comparing the performance of two models, EEGNet and MSTANN, the study demonstrates how richer temporal feature extractions can enhance CNN models in classifying EEG signals

    Language:Jupyter Notebook72200

  • High-East/BCI-ToolBox

    Deep Learning pipeline for motor-imagery classification.

    Language:Python561010

  • arkanivasarkar/EEG-Data-Augmentation-using-Variational-Autoencoder

    Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals

    Language:Jupyter Notebook382010

  • AliAmini93/ADHDeepNet

    ADHDeepNet is a model that integrates temporal and spatial characterization, attention modules, and explainability techniques, optimized for EEG data ADAD diagnosis. Neural Architecture Search (NAS), Hyper-parameter optimization, and data augmentation are also incorporated to enhance the model's performance and accuracy.

    Language:Jupyter Notebook34100

  • IoBT-VISTEC/EEGANet

    EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)

    Language:Jupyter Notebook30327

  • Amir-Hofo/EEGNet_Pytorch

    This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces".

    Language:Jupyter Notebook29201

  • Pooria90/EEG-Motor-Imagery-Analysis

    The codes that I implemented during my B.Sc. project.

    Language:Python20102

  • gzoumpourlis/Ensemble-MI

    PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"

    Language:Python14220

  • secondlevel/EEG-classification

    It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You can get some detailed introduction and experimental results in the link below. https://github.com/secondlevel/EEG-classification/blob/main/Experiment%20Report.pdf

    Language:Python14102

  • jesus-333/Dynamic-PyTorch-Net

    Class to automatic create Convolutional Neural Network in PyTorch

    Language:Python13102
  • MIBCI-QCNNs

    eneriz-daniel/MIBCI-QCNNs

    This repo contains the source code of the project "FPGA implementation of BCIs using QCNNs" submitted to the Xilinx Open Hardware Design Competition 2021.

    Language:Jupyter Notebook12214

  • joycenerd/Deep_Learning_Practice_labs

    Labs for 5003 Deep Learning Practice course in summer term 2021 at NYCU.

    Language:Python9211

  • steven112163/Deep-Learning-and-Practice

    NCTU(NYCU) Deep Learning and Practice Spring 2021

    Language:Python8100

  • phanquanghung/eeg-classification-api

    EEG Classification API using Flask

    Language:Python6101

  • aspyridakos/EEG-Based-Motor-Imagery-Decoding-with-Deep-Learning

    Processing EEG data using Speechbrain-MOABB and model tuning to get best results

    Language:Jupyter Notebook2100

  • mj-sam/stage-trans

    Stage training Implementation

    Language:Python2100

  • PhilKes/ML-BCI

    Machine Learning based Brain Computer Interface (BCI) by analyzing EEG Data using PyTorch

    Language:Python2101

  • High-East/XAI606-EEGNet

    Project for XAI606(Korea University)

    Language:Python1101

  • MarceloContreras/Proyecto-EEGNet-

    Clasificador de cognitive tasks para señales EEG basado en EEGNet utilizando el dataset de Aunon y Keirn (1989)

    Language:Jupyter Notebook1110

  • NhanUTS/EEGnet_MCU

    EEGnet on a microcontroller

    Language:C++1100

  • aisu-programming/Preprocessor-for-EEG-Signals

    NYU CS-GY 9223 E Neuroinformatics (Spring 2024) - Final Project

    Language:Shell14

  • ra890927/NYCU_Deep_Learning

    NYCU Deep Learning and Practice Summer 2023

    Language:Python10