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Awesome Neuroscience

A curated list of awesome neuroscience libraries, software and any content related to the domain.

Here you can see meta information about this topic like the time we last updated this page, the original creator of the awesome list and a link to the original GitHub repository.

Last Update: Aug. 7, 2022, 10:13 p.m.

Thank you analyticalmonk & contributors
View Topic on GitHub:
analyticalmonk/awesome-neuroscience

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Further filter the resources on this page by type (repository/other resource), number of stars on GitHub and time of last commit in months.

Python

A Python library for creating and simulating large-scale brain models

660
162
10m
n/a

Timeseries analysis for neuroscience data

198
75
10m
n/a

Machine learning for NeuroImaging in Python

780
437
9m
n/a

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning,ย statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy includingย diffusion, perfusion and structural imaging.

473
336
9m
n/a

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

1.71K
975
9m
BSD-3-Clause

Python package to access a cacophony of neuro-imaging file formats

445
225
9m
n/a

For running psychology and neuroscience experiments

1.15K
671
9m
GPL-3.0

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

6.29K
1.58K
2y 9m
AGPL-3.0

Brian is a free, open source simulator for spiking neural networks.

601
177
9m
n/a

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

96
33
9m
GPL-3.0

Simulation of spiking neural networks (SNNs) using PyTorch.

957
259
10m
AGPL-3.0

A Python-based module for creating flexible and robust spike sorting pipelines.

115
75
61d
MIT

Matlab

C++

Visualizer for large-scale and interactive ray-tracing of neurons

249
42
9m
LGPL-3.0

JavaScript

Web-based visualization tools for neurological data.

290
113
2y 5m
n/a

R

NeuroAnatomy Toolbox: An R package for the (3D) visualisation and analysis of biological image data, especially tracings of single neurons.

52
19
10m
n/a

Graph theory analysis of brain MRI data

111
37
1y 4m
n/a

Ebooks

Blogs

Discover magazine's neuroscience blog which offers a look at the latest developments in neuroscience, psychiatry and psychology through a critical lens.

Scientific American, this blog typically covers one research paper in a single entry.

MOOCs

Communities

Newsletters

Miscellaneous