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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: None

Thank you analyticalmonk & contributors
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analyticalmonk/awesome-neuroscience

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Python

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

660
162
1y 67d
n/a

Timeseries analysis for neuroscience data

198
75
1y 60d
n/a

Machine learning for NeuroImaging in Python

780
437
1y 27d
n/a

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

473
336
1y 26d
n/a

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

1.71K
975
1y 26d
BSD-3-Clause

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

445
225
1y 33d
n/a

For running psychology and neuroscience experiments

1.15K
671
1y 26d
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
3y 39d
AGPL-3.0

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

601
177
1y 26d
n/a

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

96
33
1y 26d
GPL-3.0

Simulation of spiking neural networks (SNNs) using PyTorch.

957
259
1y 67d
AGPL-3.0

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

115
75
5m
MIT

Matlab

C++

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

249
42
1y 26d
LGPL-3.0

JavaScript

Web-based visualization tools for neurological data.

290
113
2y 9m
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
1y 72d
n/a

Graph theory analysis of brain MRI data

111
37
1y 8m
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