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The Top 23 Neuroscience Open Source Projects

Open source projects categorized as Neuroscience
Categories > Science > Neuroscience
Course Content ⭐ 2,480
NMA Computational Neuroscience course
most recent commit a month ago
Mne Python ⭐ 2,341
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 171total releases 74most recent commit 12 hours agopypi mne} Downloads
Psychopy ⭐ 1,475
For running psychology and neuroscience experiments
total releases 30most recent commit 14 hours ago
Brainflow ⭐ 1,043
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 8total releases 84most recent commit 3 days agopypi brainflow} Downloads
Awesome Neuroscience ⭐ 974
A curated list of awesome neuroscience libraries, software and any content related to the domain.
most recent commit 9 months ago
Brian2 ⭐ 800
Brian is a free, open source simulator for spiking neural networks.
dependent packages 14total releases 43most recent commit a day agopypi Brian2} Downloads
Snntorch ⭐ 761
Deep and online learning with spiking neural networks in Python
total releases 35most recent commit 2 days ago
Fieldtrip ⭐ 748
The MATLAB toolbox for MEG, EEG and iEEG analysis
most recent commit 9 days ago
Awesome Neural Geometry ⭐ 733
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
most recent commit 2 days ago
Nengo ⭐ 733
A Python library for creating and simulating large-scale brain models
dependent packages 11total releases 19most recent commit 7 months agopypi nengo} Downloads
Dcm2niix ⭐ 691
dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
dependent packages 1total releases 10most recent commit 18 days ago
Precourse ⭐ 581
A repo for the pre-course work at home exercises
most recent commit 2 months ago
Braindecode ⭐ 575
Deep learning software to decode EEG, ECG or MEG signals
dependent packages 2total releases 49most recent commit 3 days agopypi Braindecode} Downloads
Csinva.github.io ⭐ 494
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit a month ago
Moabb ⭐ 484
Mother of All BCI Benchmarks
dependent packages 1total releases 8most recent commit 15 hours agopypi moabb} Downloads
Brainrender ⭐ 453
a python based software for visualization of neuroanatomical and morphological data.
dependent packages 4total releases 76most recent commit 11 days agopypi brainrender} Downloads
Open Computational Neuroscience Resources ⭐ 428
A publicly-editable collection of open computational neuroscience resources
most recent commit 2 months ago
Lava ⭐ 425
A Software Framework for Neuromorphic Computing
total releases 5most recent commit a day ago
Eyeloop ⭐ 383
EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.
most recent commit a year ago
Brainpy ⭐ 364
Brain Dynamics Programming in Python
total releases 30most recent commit 19 hours ago
Neurolib ⭐ 357
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬
total releases 25most recent commit 11 days ago
Awesome Neuro Ai Papers ⭐ 326
Papers from the intersection of deep learning and neuroscience
most recent commit 4 days ago
Pyphi ⭐ 320
A toolbox for integrated information theory.
dependent packages 2total releases 24most recent commit 6 months agopypi pyphi} Downloads
The 10 Most Depended On Neuroscience Open Source Projects
Mne Python ⭐ 2,341
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 171total releases 74latest release August 15, 2023most recent commit 12 hours agopypi mne} Downloads
Pynwb ⭐ 153
A Python API for working with Neurodata stored in the NWB Format
dependent packages 83total releases 33latest release October 20, 2022most recent commit 2 days agopypi pynwb} Downloads
Brian2 ⭐ 800
Brian is a free, open source simulator for spiking neural networks.
dependent packages 14total releases 43latest release June 23, 2022most recent commit a day agopypi Brian2} Downloads
Nengo ⭐ 733
A Python library for creating and simulating large-scale brain models
dependent packages 11total releases 19latest release January 27, 2022most recent commit 7 months agopypi nengo} Downloads
Mne Bids ⭐ 106
MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
dependent packages 10total releases 14latest release December 18, 2022most recent commit 12 days agopypi mne-bids} Downloads
Elephant ⭐ 162
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 10total releases 22latest release October 26, 2022most recent commit 9 days agopypi elephant} Downloads
Brainflow ⭐ 1,043
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
dependent packages 8total releases 84latest release June 12, 2022most recent commit 3 days agopypi brainflow} Downloads
Spikeinterface ⭐ 270
A Python-based module for creating flexible and robust spike sorting pipelines.
dependent packages 7total releases 35latest release October 27, 2022most recent commit 14 hours agopypi spikeinterface} Downloads
Nrn ⭐ 313
NEURON Simulator
dependent packages 6total releases 25latest release July 01, 2022most recent commit 12 hours agopypi NEURON} Downloads
The 10 Latest Releases In Neuroscience Open Source Projects
Mne Python ⭐ 2,341
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 171total releases 74latest release August 15, 2023most recent commit 12 hours agopypi mne} Downloads
Sims ⭐ 96
simulations for the Computational Cognitive Neuroscience textbook
total releases 12latest release February 15, 2023most recent commit 7 months ago
Bluepyopt ⭐ 188
Blue Brain Python Optimisation Library
dependent packages 4total releases 371latest release January 25, 2023most recent commit a month agopypi bluepyopt} Downloads
Neuropythy ⭐ 102
A neuroscience library for Python, intended to complement the existing nibabel library.
dependent packages 1total releases 118latest release January 19, 2023most recent commit a month agopypi neuropythy} Downloads
Arbor ⭐ 97
The Arbor multi-compartment neural network simulation library.
dependent packages 3total releases 9latest release December 22, 2022most recent commit 3 days agopypi arbor} Downloads
Mne Bids ⭐ 106
MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
dependent packages 10total releases 14latest release December 18, 2022most recent commit 12 days agopypi mne-bids} Downloads
Cellfinder ⭐ 154
Automated 3D cell detection and registration of whole-brain images
dependent packages 1total releases 89latest release December 13, 2022most recent commit 18 days agopypi cellfinder} Downloads
Spectral_connectivity ⭐ 97
Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
dependent packages 3total releases 15latest release December 09, 2022most recent commit 2 months agopypi spectral-connectivity} Downloads
Clinica ⭐ 189
Software platform for clinical neuroimaging studies
dependent packages 1total releases 33latest release November 18, 2022most recent commit 7 days agopypi clinica} Downloads
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