neuroscience

Open-source projects categorized as neuroscience
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Language: + Python + C++ + Jupyter Notebook + C# + MATLAB
Topics: Python Eeg neural-networks Deep Learning brain-computer-interface
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Top 23 neuroscience Open-Source Projects

  • course-content

    NMA Computational Neuroscience course

  • brainflow

    BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

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  • snntorch

    Deep and online learning with spiking neural networks in Python

  • dcm2niix

    dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

  • braindecode

    Deep learning software to decode EEG, ECG or MEG signals

  • awesome-computational-neuroscience

    A list of schools and researchers in computational neuroscience

  • moabb

    Mother of All BCI Benchmarks

    • Project mention: [P] Face+Audio+EEG dataset for didactic purpose | /r/MachineLearning | 2023-12-09

    If you are looking for datasets I would recommend OpenNeuro or NEMAR. Highly recommend you check out https://github.com/Neurotechx/moabb though and focus on results across datasets

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • brainrender

    a python based software for visualization of neuroanatomical and morphological data.

  • lava

    A Software Framework for Neuromorphic Computing

  • Kilosort

    Fast spike sorting with drift correction for up to a thousand channels

  • pyphi

    A toolbox for integrated information theory.

    • Project mention: Is Conway's Game of Life Conscious According to Integrated Information Theory? | /r/askscience | 2023-06-05

    it's not very hard to build a model (and the corresponding transition probability matrix) for a GoL network. and the version 4.0 formalism code is online for anyone to use (https://github.com/wmayner/pyphi). so you could try to answer the question for yourself (though it gets computationally prohibitive for networks bigger than 10 units or so, so...)

  • fooof

    Parameterizing neural power spectra into periodic & aperiodic components.

  • Neuromorphic-Computing-Guide

    Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.

  • cortex-example

    Example with Cortex V2/V3 API

  • python-meegkit

    🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

  • artificial-intelligence-and-machine-learning

    A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm

  • htm.core

    Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python

  • MI-EEG-1D-CNN

    A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430

  • pyomyo

    PyoMyo - Python Opensource Myo armband library

  • awesome-tech-rss

    List of awesome RSS channels related to startup, science and technology.

  • arbor

    The Arbor multi-compartment neural network simulation library. (by arbor-sim)

  • TorchGA

    Train PyTorch Models using the Genetic Algorithm with PyGAD

  • Homer3

    MATLAB application for fNIRS data processing and visualization

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

neuroscience related posts

Index

What are some of the best open-source neuroscience projects? This list will help you:

Project Stars
1 course-content 2,591
2 brainflow 1,201
3 snntorch 1,085
4 dcm2niix 807
5 braindecode 706
6 awesome-computational-neuroscience 658
7 moabb 617
8 brainrender 508
9 lava 504
10 Kilosort 402
11 pyphi 355
12 fooof 340
13 Neuromorphic-Computing-Guide 249
14 cortex-example 180
15 python-meegkit 166
16 artificial-intelligence-and-machine-learning 156
17 htm.core 144
18 MI-EEG-1D-CNN 143
19 pyomyo 125
20 awesome-tech-rss 114
21 arbor 101
22 TorchGA 86
23 Homer3 81

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