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The Top 23 Eeg Analysis Open Source Projects

Open source projects categorized as Eeg Analysis
Categories > Eeg Analysis
Brainflow ⭐ 1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 10total releases 103most recent commit 3 months agopypi brainflow} Downloads
Yasa ⭐ 365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
dependent packages 4total releases 20most recent commit 3 months agopypi yasa} Downloads
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
Eegnet ⭐ 64
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
most recent commit 5 years ago
Cnns On Chb Mit ⭐ 62
The project is about applying CNNs to EEG data from CHB-MIT to predict seizure
most recent commit a year ago
Dreamento ⭐ 57
Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.
most recent commit 4 months ago
Eeg_riemannian ⭐ 49
Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence
total releases 1most recent commit 5 months ago
Muse Analysis Tools ⭐ 31
A set of tools to analyze and create charts from Muse EEG devices.
total releases 19most recent commit 3 months ago
Pycrostates ⭐ 27
total releases 3most recent commit 3 months ago
Fbcsp Python ⭐ 25
Python implemementation of the FBCSP algorithm
most recent commit 7 months ago
Pypte ⭐ 19
Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy
most recent commit 5 months ago
Luna Base ⭐ 16
Luna software for sleep EEG analysis (base)
most recent commit 3 months ago
Eeguana ⭐ 15
A package for manipulating EEG data in R.
most recent commit 2 years ago
Eegextract ⭐ 13
A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.
most recent commit 2 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 4 months ago
Brain Powered ⭐ 12
With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.
most recent commit 6 years ago
Gx_tes_eeg_physio_behavior ⭐ 10
Supporting code for the GX Dataset
most recent commit 3 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
Pyeeglab ⭐ 10
Analyze and manipulate EEG data using PyEEGLab.
total releases 23most recent commit 4 years ago
Hfo Classification ⭐ 9
HFO classification
most recent commit 10 months ago
Eeg Pipeline ⭐ 9
End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python
most recent commit 2 years ago
Turnkey Bci ⭐ 9
Towards Turnkey Brain-Computer Interfaces
most recent commit 7 years ago
The 2 Most Depended On Eeg Analysis Open Source Projects
Brainflow ⭐ 1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 10total releases 103latest release September 26, 2023most recent commit 3 months agopypi brainflow} Downloads
Yasa ⭐ 365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
dependent packages 4total releases 20latest release December 14, 2022most recent commit 3 months agopypi yasa} Downloads
The 8 Latest Releases In Eeg Analysis Open Source Projects
Eeg_fconn ⭐ 5
Python library to compute functional connectivity measures from EEG
total releases 5latest release October 14, 2023most recent commit 6 months ago
Brainflow ⭐ 1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 10total releases 103latest release September 26, 2023most recent commit 3 months agopypi brainflow} Downloads
Eeg_riemannian ⭐ 49
Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence
total releases 1latest release March 29, 2023most recent commit 5 months ago
Yasa ⭐ 365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
dependent packages 4total releases 20latest release December 14, 2022most recent commit 3 months agopypi yasa} Downloads
Pycrostates ⭐ 27
total releases 3latest release October 01, 2022most recent commit 3 months ago
Pyeeglab ⭐ 10
Analyze and manipulate EEG data using PyEEGLab.
total releases 23latest release September 28, 2020most recent commit 4 years ago
Muse Analysis Tools ⭐ 31
A set of tools to analyze and create charts from Muse EEG devices.
total releases 19latest release January 30, 2020most recent commit 3 months ago
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