Here are
67 public repositories
matching this topic...
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
Updated
May 13, 2019
Python
EntroPy: complexity of (EEG) time-series in Python
Updated
May 14, 2020
Python
Updated
Jul 10, 2019
Jupyter Notebook
A tensorflow implementation for EEGLearn
Updated
Aug 8, 2019
Python
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Updated
Sep 4, 2020
Python
Updated
Mar 16, 2019
Python
This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.
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Mar 1, 2019
Python
Updated
Dec 10, 2018
Python
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
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Jul 21, 2020
Python
A general matlab framework for EEG data classification
Updated
Aug 21, 2017
MATLAB
Empirical wavelet transform (EWT) in Python
Updated
Aug 21, 2020
Python
LSTM-based neural network system to predict EEG signals
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Jan 9, 2019
Python
It's a tensorflow implemention for EEGNet
Updated
Jun 29, 2018
Python
With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.
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Apr 5, 2018
Python
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
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Aug 21, 2019
Jupyter Notebook
Towards Turnkey Brain-Computer Interfaces
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Sep 15, 2017
HTML
Analyze and manipulate EEG data using PyEEGLab.
Updated
Aug 11, 2020
Python
A set of tools to analyze and create charts from Muse EEG devices.
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Feb 27, 2020
Python
Detect EEG artifacts, outliers, or anomalies using supervised machine learning.
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Aug 3, 2019
Python
EEG Signal Classification using LSTM on various datasets
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Jul 20, 2020
Jupyter Notebook
Eye open and close classification using Machine Learning
Mobile Robot controlled using Neurosky Mindwave headset. This repository contains the data collection and robot control scripts developed using C#. Features of the data has been extracted using EMD and HHT formulaes.
Implements High-Gamma dataset decoding using Filter Bank Common Spatial Pattern with rLDA classification and Neural Networks.
Updated
Mar 14, 2019
Python
EEG Decoding using BCI Competition dataset
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Mar 21, 2018
Python
🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.
Updated
Apr 6, 2019
MATLAB
Brain Computer Interface (BCI) with Neurosky Mindwave Mobile 2 that enables anyone to use computer, mobilephone etc. with his/her thoughts.
Updated
Oct 3, 2019
Python
Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem
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Feb 1, 2020
Jupyter Notebook
Updated
Feb 23, 2019
Python
Experiments related to PSG (ECG, EEG, etc.) signal classification.
Updated
Aug 31, 2020
Jupyter Notebook
Brain Computer Interface (BCI) with Neurosky Mindwave Mobile 2 that enables anyone to use computer, mobilephone etc. with his/her thoughts.
Updated
Oct 3, 2019
Python
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