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Neuroscience

The "Awesome Neuroscience" project is a curated collection of resources focused on the study of neuroscience, which explores the structure and function of the nervous system and brain. This list encompasses a variety of categories, including foundational textbooks, research papers, online courses, tools for data analysis, and community forums. It serves as a valuable resource for students, researchers, and professionals in the field, providing insights and knowledge essential for understanding complex neural processes. Whether you are just starting your journey in neuroscience or looking to deepen your expertise, this collection offers a wealth of information to support your learning and research endeavors.

neurosciencebrain-researchnervous-systemcognitive-scienceneurobiologydata-analysiseducational-resources
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Table of Contents

11 sections · 55 projects

Python

13 projects
NengoNengo

#neuroscience#neural-networks#python
Stars937
Forks195
Last commit2 months ago
NitimeNitime

Stars261
Forks84
Last commit23 days ago
NilearnNilearn

#mvpa#brain-imaging#brain-connectivity
Stars1,420
Forks672
Last commit3 days ago
DIPYDIPY

#tractography#diffusion-mri#contextual-enhancement
Stars831
Forks503
Last commit11 hours ago
MNE-PythonMNE-Python

#magnetoencephalography#neuroscience#electrocorticography
Stars3,470
Forks1,575
Last commit8 hours ago
NiBabelNiBabel

#cifti-2#nifti#brain-imaging
Stars781
Forks289
Last commit2 days ago
PsychoPyPsychoPy

An open-source Python library for creating and running psychology and neuroscience experiments with both GUI and code interfaces.

#neuroscience#science#psycholinguistics
Stars2,049
Forks977
Last commit17 hours ago
NuPicNuPic

An open-source implementation of Hierarchical Temporal Memory (HTM) for anomaly detection and prediction of streaming data.

#neuroscience#hierarchical-temporal-memory#neocortex
Stars6,354
Forks1,532
Last commit1 year ago
Brian2Brian2

A free, open-source Python simulator for spiking neural networks, designed for ease of use and flexibility.

#research-tool#scientific-computing#neuroscience
Stars1,204
Forks288
Last commit17 days ago
expyrimentexpyriment

A platform-independent lightweight Python library for designing and conducting timing-critical behavioral and neuroimaging experiments.

#neuroscience#science#python-library
Stars135
Forks41
Last commit2 months ago
BindsNETBindsNET

A Python library for simulating spiking neural networks (SNNs) using PyTorch, geared towards biologically inspired machine learning.

#neurons#simulation#python-library
Stars1,687
Forks346
Last commit7 hours ago
SpikeInterfaceSpikeInterface

A Python framework for creating flexible and robust spike sorting pipelines in neuroscience electrophysiology.

#scientific-computing#neuroscience#signal-processing
Stars823
Forks267
Last commit16 hours ago
NiMARE

nimare.readthedocs.io

Matlab

6 projects
Brain Dynamics Toolbox

bdtoolbox.org
BrainStorm

neuroimage.usc.edu
EEGLAB

sccn.ucsd.edu
FieldTripFieldTrip

A MATLAB toolbox for advanced analysis of MEG, EEG, and iEEG data, developed at the Donders Institute.

#ecog#beamformer#neuroscience-research
Stars980
Forks768
Last commit12 hours ago
Psychtoolbox-3

psychtoolbox.org
SPM

fil.ion.ucl.ac.uk

C++

1 projects
BraynsBrayns

A large-scale scientific visualization platform for interactive ray-tracing of neurons and other biological data.

#scientific-visualization#brain#neurons
Stars306
Forks47
Last commit4 months ago

JavaScript

2 projects
BrainbrowserBrainbrowser

A JavaScript library for web-based 2D and 3D visualization of neurological data, featuring surface and volume viewers.

#medical-visualization#scientific-visualization#web-based-tools
Stars397
Forks148
Last commit8 months ago
jsPsych

jspsych.org

R

2 projects
nat: NeuroAnatomy Toolboxnat: NeuroAnatomy Toolbox

An R package for 3D visualization and analysis of biological image data, especially single neuron tracings.

#scientific-visualization#image-analysis#neuroscience
Stars77
Forks27
Last commit1 month ago
brainGraphbrainGraph

An R package for performing graph theory analyses of brain MRI data from structural, DTI, and resting-state fMRI connectivity.

#statistical-analysis#neuroscience#neuroscience-research
Stars196
Forks53
Last commit2 years ago

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The "Awesome Humane Technology" project is a curated collection of open-source initiatives aimed at improving societal well-being through technology. This list encompasses a variety of projects, including tools for digital well-being, privacy protection, ethical design practices, and community-driven platforms that promote positive social impact. It serves as a valuable resource for developers, activists, and anyone interested in leveraging technology for good, providing insights into how to create more humane and responsible digital experiences. Users can explore innovative solutions that prioritize human values and contribute to a healthier digital landscape.

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Computational Neuroscience

The "Awesome Computational Neuroscience" project is a curated collection of resources focused on the interdisciplinary field of computational neuroscience, which employs computational techniques to understand the nervous system's structure and function. This list encompasses a variety of resources including research papers, software tools, simulation models, educational materials, and community forums that facilitate collaboration and knowledge sharing. It is designed for researchers, students, and professionals interested in the intersection of neuroscience and computational methods, providing valuable insights and tools for advancing their work. Whether you are looking to deepen your understanding or find innovative tools for your research, this collection offers a wealth of information to explore and utilize in the field of computational neuroscience.

924