eegnet

There are 2 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
eegnet pytorch eeg-analysis eeg-classification p300 brain-computer-interface convolutional-neural-networks bci speller
Language:Jupyter Notebook 257
High-East / BCI-ToolBox
Deep Learning pipeline for motor-imagery classification.
shallowconvnet deepconvnet eegnet fbcnet bci2021 brain-computer-interface motor-imagery-classification pytorch
Language:Python 48
arkanivasarkar / EEG-Data-Augmentation-using-Variational-Autoencoder
Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals
eeg-signals data-augmentation variational-autoencoder eegnet keras-tensorflow keras synthetic-dataset-generation motor-imagery-classification
Language:Jupyter Notebook 33
IoBT-VISTEC / EEGANet
EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)
bci brain-computer-interface deeplearning deepneuralnetworks eeg eeg-analysis eeg-signals eeg-signals-processing eeglab eegnet neural-network
Language:Jupyter Notebook 23
Pooria90 / EEG-Motor-Imagery-Analysis
The codes that I implemented during my B.Sc. project.
deep-convnet deep-learning eeg-signals eegnet motor-imagery pytorch shallow-convnet
Language:Python 17
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".
eeg-net eegnet pytorch deep-learning eeg eeg-signals python signal-processing cnn convolutional-neural-network depthwise-convolutions depthwise-separable-convolutions
Language:Jupyter Notebook 15
jesus-333 / Dynamic-PyTorch-Net
Class to automatic create Convolutional Neural Network in PyTorch
cnn cnn-model pytorch neural-network neural-networks cnn-pytorch neural-network-pytorch neural-networks-pytorch pytorch-cnn pytorch-implementation eeg eeg-net eegnet eeg-cnn eegcnn
Language:Python 13
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
deep-learning deepconvnet eeg-classification eeg-signals-processing eegnet pytorch
Language:Python 12
gzoumpourlis / Ensemble-MI
PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"
bci deep-learning eeg eegnet motor-imagery physionet
Language:Python 10
joycenerd / Deep_Learning_Practice_labs
Labs for 5003 Deep Learning Practice course in summer term 2021 at NYCU.
backpropagation eegnet deepconvnet eeg-classification diabetic-retinopathy-detection resnet conditional-variational-autoencoder sagan cdcgan wgan-gp dqn ddpg ddqn pytorch
Language:Python 8
steven112163 / Deep-Learning-and-Practice
NCTU(NYCU) Deep Learning and Practice Spring 2021
python3 deep-learning cpp reinforcement-learning pytorch temporal-difference eegnet deep-convolutional-networks resnet cvae dqn ddpg conditional-normalizing-flows conditional-gan
Language:Python 8
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.
bci cnns eeg eegnet hls motor-imagery qcnns
Language:Jupyter Notebook 7
phanquanghung / eeg-classification-api
EEG Classification API using Flask
api brain-computer-interface eegnet flask motor-imagery-classification machine-learning
Language:Python 6
PhilKes / ML-BCI
Machine Learning based Brain Computer Interface (BCI) by analyzing EEG Data using PyTorch
machine-learning pytorch python eeg-data eeg-classification eegnet
Language:Python 2
aspyridakos / EEG-Based-Motor-Imagery-Decoding-with-Deep-Learning
Processing EEG data using Speechbrain-MOABB and model tuning to get best results
eeg-classification eegnet machine-learning moabb python speechbrain
Language:Jupyter Notebook 1
High-East / XAI606-EEGNet
Project for XAI606(Korea University)
brain-computer-interface bci motor-imagery-classification eegnet pytorch
Language:Python 1
MarceloContreras / Proyecto-EEGNet-
Clasificador de cognitive tasks para señales EEG basado en EEGNet utilizando el dataset de Aunon y Keirn (1989)
eegnet cnn cwt mvmd
Language:Jupyter Notebook 1
mj-sam / stage-trans
Stage training Implementation
eeg eegnet brain-computer-interface signal-processing python transfer-learning
Language:Python 1
NhanUTS / EEGnet_MCU
EEGnet on a microcontroller
arduino bci brain-computer-interface eegnet machine-learning microcontroller tensorflow tensorflowlite tensorflowlite-for-microcontrollers
Language:C++ 1
aisu-programming / Preprocessor-for-EEG-Signals
NYU CS-GY 9223 E Neuroinformatics (Spring 2024) - Final Project
bci bcic eeg eeg-classification eeg-signals eeg-signals-processing eegnet lstm optuna pytorch tensorflow torch transformer
Language:Shell
ra890927 / NYCU_Deep_Learning
NYCU Deep Learning and Practice Summer 2023
conditional-vae ddpg ddpm deep-learning dqn eegnet python pytorch resnet
Language:Python