NMA Computational Neuroscience course
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Updated
Aug 18, 2021 - Jupyter Notebook
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neuroscience
Here are 1,051 public repositories matching this topic...
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
visualization
python
machine-learning
statistics
neuroscience
meg
eeg
neuroimaging
electroencephalography
magnetoencephalography
electrocorticography
ecog
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Aug 21, 2021 - Python
For running psychology and neuroscience experiments
python
science
experiment
neuroscience
linguistics
psychology
psychophysics
psycholinguistics
experiment-control
psychopy
experimental-design
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Aug 20, 2021 - Python
A curated list of awesome neuroscience libraries, software and any content related to the domain.
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Jun 3, 2021
A Python library for creating and simulating large-scale brain models
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May 26, 2021 - Python
Brian is a free, open source simulator for spiking neural networks.
python
science
biological-simulations
neuroscience
computational-neuroscience
simulation-framework
code-generation
spiking-neural-networks
differential-equations
brian
brian2
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Aug 13, 2021 - Python
The MATLAB toolbox for MEG, EEG and iEEG analysis
statistics
analysis
matlab
neuroscience
meg
eeg
connectivity
neuroimaging
bids
brain
beamformer
fieldtrip
ecog
dipole
time-frequency
ieeg
seeg
donders
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Aug 20, 2021 - MATLAB
dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
research
jpeg
dicom
neuroscience
mri
neuroimaging
nifti-format
mri-images
dicom-images
nifti
jpeg-image
dcm
nii
gz
nitrc
bids-format
dcm2niix
mricrogl
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Aug 19, 2021 - C++
Slides, paper notes, class notes, blog posts, and research on ML 📉 , statistics 📊 , and AI 🤖 .
python
blog
website
data-science
machine-learning
awesome
statistics
research
ai
deep-learning
notes
slides
jekyll-themes
ml
neuroscience
pytorch
artificial-intelligence
computational-neuroscience
stats
machine-learning-tutorials
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Aug 20, 2021 - HTML
EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.
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May 14, 2021 - Python
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
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Aug 21, 2021 - Python
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
python
entropy
neuroscience
rsa
eda
eeg
ecg
psychology
heart-rate
complexity
hrv
emg
ppg
biosignals
bvp
physiology
fractal-dimension
neuropsychology
microstates
neurophysiology
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Mar 30, 2020 - Python
eselkin
commented
Jul 27, 2019
Add departments column and values for PIs at Stanford University
A publicly-editable collection of open computational neuroscience resources
awesome
computational-biology
neuroscience
computational-neuroscience
open-science
awesome-list
brain
neuroimaging-data
neuroscience-methods
neuroscience-data
neural-simulators
electrophysiological-data
neuron-models
neural-simulations
simulation-neuroscience
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May 11, 2021
A toolbox for integrated information theory.
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Aug 18, 2021 - Python
Mother of All BCI Benchmarks
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Aug 19, 2021 - Python
Visualizer for large-scale and interactive ray-tracing of neurons
python
cloud
async
interactive
websockets
visualisation
neuroscience
json-rpc
neurons
raytracing
volume-rendering
pathtracing
brain
large-scale
optix
ospray
embree
realtime-rendering
photorealistic-based-rendering
ispc-compiler
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Updated
Aug 20, 2021 - C++
mihaic
commented
Dec 7, 2018
Some is already in .gitignore, but some is not. We should check all examples.
Open
GUI - Improvements
6
FedeClaudi
commented
Feb 24, 2021
Listing some improvements to the GUI functionality that contributors might be interested in collaborating on.
Simple
- Adding
Volumeactors from .npy files - When adding cells, let users select if the want a
PointsorPointsDensityactor - More optional arguments for CLI (e.g. shader, background color etc)
Intermediate
- general code clean up / UI improvments
Advanced
Generate custom Docker and Singularity images, and minimize existing containers
linux
docker
science
dockerfile
reproducible-research
containers
neuroscience
singularity-container
nipype
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Jul 28, 2021 - Python
CS198-96: Intro to Neurotechnology @ UC Berkeley
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Apr 1, 2021 - Jupyter Notebook
Easy whole-brain modeling for computational neuroscientists 🧠 💻 👩🏿🔬
neuroscience
computational-neuroscience
neural-networks
brain-network
neuroscience-methods
mean-field-theory
brain-simulations
brain-modeling
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Aug 9, 2021 - Python
Brain Modeling Toolkit
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Aug 3, 2021 - Python
Parameterizing neural power spectra into periodic & aperiodic components.
neuroscience
meg
eeg
electrophysiology
power-spectral-density
ecog
oscillations
lfp
local-field-potential
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May 27, 2021 - Python
A multi-purpose GPU-accelerated open-source suite for brain data visualization
visualization
python
gui
opengl
gpu
plot
neuroscience
connectivity
sleep
brain
vispy
mni
deep-sources
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Feb 17, 2021 - Python
A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
python
tutorial
graph
neuroscience
data-visualization
eeg
openbci
ecg
muse
data-analysis
collection-python-eeg
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Jun 19, 2017 - Python
Graphical experiment builder for the social sciences
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Aug 7, 2021 - Python
ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.
erp
matlab
neuroscience
csd
cognitive-science
electroencephalography
eeg-data
eeglab
erp-data
eeglab-toolbox
erplab
event-related-potentials
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Jul 2, 2021 - MATLAB
Distributed, Versioned, Image-oriented Dataservice
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May 28, 2021 - Go
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