pyRiemannPython machine learning package based on sklearn API for multivariate data processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry
Stars: ✭ 470 (+1324.24%)
TapasTAPAS - Translational Algorithms for Psychiatry-Advancing Science
Stars: ✭ 121 (+266.67%)
Mne CppMNE-CPP: A Framework for Electrophysiology
Stars: ✭ 104 (+215.15%)
BrainflowBrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Stars: ✭ 170 (+415.15%)
Openbci DashboardA fullstack javascript app for capturing and visualizing OpenBCI EEG data
Stars: ✭ 82 (+148.48%)
Neurokit.pyA Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Stars: ✭ 292 (+784.85%)
antropyAntroPy: entropy and complexity of (EEG) time-series in Python
Stars: ✭ 111 (+236.36%)
DeepeegDeep Learning with Tensor Flow for EEG MNE Epoch Objects
Stars: ✭ 100 (+203.03%)
PyriemannPython package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
Stars: ✭ 272 (+724.24%)
NeuroTechX-McGill-2019A wheelchair controlled by EEG brain signals and enhanced with assisted driving
Stars: ✭ 64 (+93.94%)
FooofParameterizing neural power spectra into periodic & aperiodic components.
Stars: ✭ 162 (+390.91%)
FieldtripThe MATLAB toolbox for MEG, EEG and iEEG analysis
Stars: ✭ 481 (+1357.58%)
Neurotech CourseCS198-96: Intro to Neurotechnology @ UC Berkeley
Stars: ✭ 202 (+512.12%)
python-meegkit🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧
Stars: ✭ 99 (+200%)
mne-bidsMNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
Stars: ✭ 88 (+166.67%)
neurosky-android-sdkAndroid SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset
Stars: ✭ 39 (+18.18%)
EntropyEntroPy: complexity of time-series in Python (DEPRECATED)
Stars: ✭ 142 (+330.3%)
EegruntA Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
Stars: ✭ 171 (+418.18%)
Mne PythonMNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Stars: ✭ 1,766 (+5251.52%)
MoabbMother of All BCI Benchmarks
Stars: ✭ 214 (+548.48%)
MIRACLMulti-modal Image Registration And Connectivity anaLysis
Stars: ✭ 23 (-30.3%)
TorchGATrain PyTorch Models using the Genetic Algorithm with PyGAD
Stars: ✭ 47 (+42.42%)
sigviewerSigViewer is a viewing application for biosignals.
Stars: ✭ 109 (+230.3%)
bids-matlabMATLAB / Octave tools for BIDS datasets
Stars: ✭ 37 (+12.12%)
cellfinderAutomated 3D cell detection and registration of whole-brain images
Stars: ✭ 122 (+269.7%)
mnelabMNELAB – a GUI for MNE
Stars: ✭ 147 (+345.45%)
c2sA toolbox for inferring spikes from calcium traces.
Stars: ✭ 22 (-33.33%)
eeg-gcnnResources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
Stars: ✭ 50 (+51.52%)
imaging toolsA table containing imaging analysis tools for biology, with a focus on calcium imaging.
Stars: ✭ 15 (-54.55%)
tvb-rootMain TVB codebase
Stars: ✭ 46 (+39.39%)
JATOSJust Another Tool for Online Studies
Stars: ✭ 60 (+81.82%)
qEEG feature setNEURAL: a neonatal EEG feature set in Matlab
Stars: ✭ 29 (-12.12%)
spectral connectivityFrequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
Stars: ✭ 57 (+72.73%)
nesHelping researchers in routine procedures for data collection
Stars: ✭ 16 (-51.52%)
NeurapseNuerapse simulations for SNNs
Stars: ✭ 22 (-33.33%)
WheatNNLeekSpiking neural network system
Stars: ✭ 26 (-21.21%)
pyomyoPyoMyo - Python Opensource Myo armband library
Stars: ✭ 61 (+84.85%)
neuronunitA package for data-driven validation of neuron and ion channel models using SciUnit
Stars: ✭ 36 (+9.09%)
LabHacksResources for data driven neuroscientists.
Stars: ✭ 68 (+106.06%)
PyRhOA virtual optogenetics laboratory
Stars: ✭ 30 (-9.09%)
kfsKeras for Science
Stars: ✭ 69 (+109.09%)
pulse2perceptA Python-based simulation framework for bionic vision
Stars: ✭ 59 (+78.79%)
dmipyThe open source toolbox for reproducible diffusion MRI-based microstructure estimation
Stars: ✭ 58 (+75.76%)
EEGEduInteractive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
Stars: ✭ 91 (+175.76%)
eeg-rsenetMotor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
Stars: ✭ 24 (-27.27%)
neuroexpresso📊 Gene expression in neuroexpresso database
Stars: ✭ 15 (-54.55%)
hnnThe Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.
Stars: ✭ 62 (+87.88%)
Eelbraineelbrain.readthedocs.io
Stars: ✭ 38 (+15.15%)
spykesimExtended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).
Stars: ✭ 18 (-45.45%)
EEGwithRaspberryPIOpen-Source board for converting RaspberryPI to Brain-computer interface
Stars: ✭ 402 (+1118.18%)
visualqcVisualQC : assistive tool to ease the quality control workflow of neuroimaging data.
Stars: ✭ 56 (+69.7%)
Dcm2BidsReorganising NIfTI files from dcm2niix into the Brain Imaging Data Structure
Stars: ✭ 109 (+230.3%)
bg-atlasapiA lightweight python module to interact with atlases for systems neuroscience
Stars: ✭ 54 (+63.64%)
nmodlCode Generation Framework For NEURON MODeling Language
Stars: ✭ 42 (+27.27%)
apertureMatlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains
Stars: ✭ 15 (-54.55%)