A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
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Updated
Jan 19, 2023 - Python
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides eno…
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
Open-Source Brain-Computer Interface, ADS1299 and STM32
Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
An R package for processing and plotting of electroencephalography (EEG) data
Analyze and manipulate EEG data using PyEEGLab.
The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting. (IEEE Sensors Journal)
EEG Features to be extract from raw data.
Supporting code for the GX Dataset
Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.
A MATLAB application to automatize analysis of EEG data
In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.
Machine learning for Anonymous detection of an alcoholic by EEG signals
Function to calculate consistency of phase at a given frequency across measurements
A package for manipulating EEG data in R.
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