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The Top 23 Eeg Data Open Source Projects

Open source projects categorized as Eeg Data
Categories > Eeg Data
Eeg Dl ⭐ 563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
total releases 10most recent commit a year ago
Ironbci ⭐ 443
Open-Source Brain-Computer Interface, ADS1299 and STM32
most recent commit 7 months ago
Erplab ⭐ 237
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 enormous power for intermediate and advanced users.
most recent commit 3 months ago
Muse Js ⭐ 210
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
dependent packages 3total releases 17most recent commit 2 years agonpm muse-js} Downloads
Eegedu ⭐ 152
Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
most recent commit 4 months ago
Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
most recent commit a year ago
Eegutils ⭐ 94
An R package for processing and plotting of electroencephalography (EEG) data
most recent commit 7 months ago
Eeg Emotion Classification ⭐ 56
most recent commit 5 years ago
Abnormal Eeg Signal Classification Using Cnns ⭐ 20
This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.
most recent commit a year ago
Eeguana ⭐ 15
A package for manipulating EEG data in R.
most recent commit 2 years ago
Mindsetuwp ⭐ 14
NeuroSky MindWave & MindWave Mobile EEG Headset library for Windows 10 Universal applications
most recent commit 6 years ago
Hu Neuro Pipeline ⭐ 12
Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin
total releases 28most recent commit 3 months ago
Evaluating Eeg Representations ⭐ 12
Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.
most recent commit 9 months ago
Pyeeglab ⭐ 10
Analyze and manipulate EEG data using PyEEGLab.
total releases 23most recent commit 4 years ago
Bandratios ⭐ 10
BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.
most recent commit 6 months ago
Dms_projects ⭐ 10
These C/C++ source files consist of 150 classes, 300,000 lines of code, excluding a Qt-based user interface. Its functionality includes: GLM-statistics, hierarchical clustering, (non)-linear optimization, L1 and L2 norm minimization, Hungarian algorithm, EEG/MEG forward and inverse modelling, Boundary Element Method, spatio/temporal covariance modelling, image fusion, triangular meshes, KD-trees, topological error correction, marching cubes & spherical triangulations, sparse matrices and matrix
most recent commit 5 years ago
Gx_tes_eeg_physio_behavior ⭐ 10
Supporting code for the GX Dataset
most recent commit 3 months ago
Eegfeatures ⭐ 9
EEG Features to be extract from raw data.
most recent commit 7 years ago
Phase Coherence For Python ⭐ 9
Function to calculate consistency of phase at a given frequency across measurements
most recent commit 6 years ago
Bcibasedwheelchair ⭐ 8
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
most recent commit 3 years ago
Trace Beta ⭐ 7
A document-based SwiftUI application for viewing and editing EEG data, aimed at making software for viewing brain imaging data more accessible.
most recent commit 9 months ago
Dusk2dawn ⭐ 6
A plug-in for the EEG lab toolbox to implement Artifact Subspace Reconstruction cleaning with whole-night sleep EEG
most recent commit 3 months ago
3.eeg_recognation ⭐ 6
Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism
most recent commit 3 years ago
The 4 Latest Releases In Eeg Data Open Source Projects
Muse Js ⭐ 210
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
dependent packages 3total releases 17latest release December 20, 2021most recent commit 2 years agonpm muse-js} Downloads
Pyeeglab ⭐ 10
Analyze and manipulate EEG data using PyEEGLab.
total releases 23latest release September 28, 2020most recent commit 4 years ago
Eeg Dl ⭐ 563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
total releases 10latest release May 13, 2020most recent commit a year ago
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