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The Top 23 Neuroscience Open Source Projects

Open source projects categorized as Neuroscience
Categories > Science > Neuroscience
Course Content ⭐ 2,527
NMA Computational Neuroscience course
most recent commit 4 months ago
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Psychopy ⭐ 1,555
For running psychology and neuroscience experiments
total releases 30most recent commit 3 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 103most recent commit 3 months agopypi brainflow} Downloads
Awesome Neuroscience ⭐ 974
A curated list of awesome neuroscience libraries, software and any content related to the domain.
most recent commit a year ago
Snntorch ⭐ 935
Deep and online learning with spiking neural networks in Python
total releases 40most recent commit 3 months ago
Brian2 ⭐ 838
Brian is a free, open source simulator for spiking neural networks.
dependent packages 19total releases 46most recent commit 4 months agopypi Brian2} Downloads
Awesome Neural Geometry ⭐ 785
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
most recent commit 5 months ago
Fieldtrip ⭐ 782
The MATLAB toolbox for MEG, EEG and iEEG analysis
most recent commit 3 months ago
Nengo ⭐ 781
A Python library for creating and simulating large-scale brain models
dependent packages 10total releases 20most recent commit 5 months agopypi nengo} Downloads
Dcm2niix ⭐ 746
dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
dependent packages 2total releases 2most recent commit 3 months agopypi dcm2niix} Downloads
Braindecode ⭐ 638
Deep learning software to decode EEG, ECG or MEG signals
dependent packages 3total releases 49most recent commit 4 months agopypi Braindecode} Downloads
Precourse ⭐ 587
A repo for the pre-course work at home exercises
most recent commit 4 months ago
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10most recent commit 4 months agopypi moabb} Downloads
Csinva.github.io ⭐ 515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 3 months ago
Open Computational Neuroscience Resources ⭐ 481
A publicly-editable collection of open computational neuroscience resources
most recent commit 3 months ago
Brainrender ⭐ 480
a python based software for visualization of neuroanatomical and morphological data.
dependent packages 6total releases 79most recent commit 3 months agopypi brainrender} Downloads
Lava ⭐ 471
A Software Framework for Neuromorphic Computing
dependent packages 4total releases 5most recent commit 3 months agopypi lava-nc} Downloads
Brainpy ⭐ 438
Brain Dynamics Programming in Python
dependent packages 2total releases 56most recent commit 3 months agopypi brainpy} Downloads
Spikeinterface ⭐ 388
A Python-based module for creating flexible and robust spike sorting pipelines.
dependent packages 15total releases 42most recent commit 18 days agopypi spikeinterface} Downloads
Eyeloop ⭐ 383
EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.
most recent commit 2 years ago
Kilosort ⭐ 382
Fast spike sorting with drift correction for up to a thousand channels
total releases 1most recent commit a month ago
Neurolib ⭐ 369
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬
total releases 25most recent commit 3 months ago
The 10 Most Depended On Neuroscience Open Source Projects
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} Downloads
Pynwb ⭐ 161
A Python API for working with Neurodata stored in the NWB Format
dependent packages 99total releases 37latest release August 18, 2023most recent commit 3 months agopypi pynwb} Downloads
Brian2 ⭐ 838
Brian is a free, open source simulator for spiking neural networks.
dependent packages 19total releases 46latest release July 07, 2023most recent commit 4 months agopypi Brian2} Downloads
Euclidean Distance Transform 3d ⭐ 201
Euclidean distance & signed distance transform for multi-label 3D anisotropic images using marching parabolas.
dependent packages 18total releases 35latest release December 19, 2023most recent commit 4 months agopypi edt} Downloads
Spikeinterface ⭐ 388
A Python-based module for creating flexible and robust spike sorting pipelines.
dependent packages 15total releases 42latest release November 13, 2023most recent commit 18 days agopypi spikeinterface} Downloads
Nrn ⭐ 351
NEURON Simulator
dependent packages 15total releases 27latest release September 15, 2023most recent commit 18 days agopypi NEURON} Downloads
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25latest release November 10, 2023most recent commit 3 months agopypi elephant} Downloads
Opensesame ⭐ 226
Graphical experiment builder for the social sciences
dependent packages 11total releases 61latest release November 29, 2023most recent commit a month agopypi opensesame-core} Downloads
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
Nengo ⭐ 781
A Python library for creating and simulating large-scale brain models
dependent packages 10total releases 20latest release November 17, 2023most recent commit 5 months agopypi nengo} Downloads
The 10 Latest Releases In Neuroscience Open Source Projects
Euclidean Distance Transform 3d ⭐ 201
Euclidean distance & signed distance transform for multi-label 3D anisotropic images using marching parabolas.
dependent packages 18total releases 35latest release December 19, 2023most recent commit 4 months agopypi edt} Downloads
Brainpy ⭐ 438
Brain Dynamics Programming in Python
dependent packages 2total releases 56latest release December 10, 2023most recent commit 3 months agopypi brainpy} Downloads
Python Meegkit ⭐ 149
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
dependent packages 1total releases 4latest release December 08, 2023most recent commit 5 months agopypi meegkit} Downloads
Bluecellulab ⭐ 8
Simulating and experimenting on single neurons
dependent packages 1total releases 54latest release December 05, 2023most recent commit 4 months agopypi bluecellulab} Downloads
Brainrender ⭐ 480
a python based software for visualization of neuroanatomical and morphological data.
dependent packages 6total releases 79latest release December 01, 2023most recent commit 3 months agopypi brainrender} Downloads
Suite2p ⭐ 306
cell detection in calcium imaging recordings
total releases 90latest release November 29, 2023most recent commit 4 months ago
Opensesame ⭐ 226
Graphical experiment builder for the social sciences
dependent packages 11total releases 61latest release November 29, 2023most recent commit a month agopypi opensesame-core} Downloads
Openneuro ⭐ 91
A free and open platform for analyzing and sharing neuroimaging data
dependent packages 5total releases 174latest release November 27, 2023most recent commit 3 months agonpm @openneuro/client} Downloads
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