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eegnet

Here are 12 public repositories matching this topic...

High-East / BCI-ToolBox

Deep Learning pipeline for motor-imagery classification.

pytorch brain-computer-interface motor-imagery-classification eegnet shallowconvnet deepconvnet fbcnet bci2021

Updated Jan 9, 2022
Python

Pooria90 / EEG-Motor-Imagery-Analysis

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

deep-learning pytorch eeg-signals motor-imagery eegnet shallow-convnet deep-convnet

Updated Feb 17, 2022
Python

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 pytorch eeg-classification eeg-signals-processing eegnet deepconvnet

Updated Jun 18, 2022
Python

gzoumpourlis / Ensemble-MI

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

deep-learning eeg physionet bci motor-imagery eegnet

Updated Feb 14, 2024
Python

jesus-333 / Dynamic-PyTorch-Net

Class to automatic create Convolutional Neural Network in PyTorch

neural-network cnn pytorch eeg neural-networks cnn-model pytorch-cnn eegnet cnn-pytorch pytorch-implementation neural-network-pytorch neural-networks-pytorch eeg-net eeg-cnn eegcnn

Updated Aug 14, 2021
Python

joycenerd / Deep_Learning_Practice_labs

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

pytorch dqn resnet backpropagation ddpg ddqn diabetic-retinopathy-detection wgan-gp cdcgan eeg-classification sagan eegnet conditional-variational-autoencoder deepconvnet

Updated Jan 20, 2022
Python

steven112163 / Deep-Learning-and-Practice

NCTU(NYCU) Deep Learning and Practice Spring 2021

reinforcement-learning deep-learning cpp python3 pytorch dqn resnet ddpg deep-convolutional-networks cvae conditional-gan eegnet temporal-difference conditional-normalizing-flows

Updated Jun 21, 2022
Python

phanquanghung / eeg-classification-api

EEG Classification API using Flask

api flask machine-learning brain-computer-interface motor-imagery-classification eegnet

Updated Oct 26, 2023
Python

PhilKes / ML-BCI

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

python machine-learning pytorch eeg-data eeg-classification eegnet

Updated Jan 12, 2023
Python

mj-sam / stage-trans

Stage training Implementation

python signal-processing eeg transfer-learning brain-computer-interface eegnet

Updated Jan 6, 2022
Python

High-East / XAI606-EEGNet

Project for XAI606(Korea University)

pytorch bci brain-computer-interface motor-imagery-classification eegnet

Updated Oct 25, 2021
Python

ra890927 / NYCU_Deep_Learning

NYCU Deep Learning and Practice Summer 2023

python deep-learning pytorch dqn resnet ddpg conditional-vae eegnet ddpm

Updated Sep 24, 2023
Python

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