NMA Computational Neuroscience course
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Updated
Jun 2, 2022 - Jupyter Notebook
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neuroscience
Here are 1,243 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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Jun 2, 2022 - Python
For running psychology and neuroscience experiments
python
science
experiment
neuroscience
linguistics
psychology
psychophysics
psycholinguistics
experiment-control
psychopy
experimental-design
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Jun 2, 2022 - Python
A curated list of awesome neuroscience libraries, software and any content related to the domain.
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Oct 31, 2021
A Python library for creating and simulating large-scale brain models
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May 26, 2022 - 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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Updated
Jun 2, 2022 - 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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Jun 2, 2022 - 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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Jun 1, 2022 - 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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May 31, 2022 - HTML
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
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Jun 2, 2022 - Python
eselkin
commented
Jul 27, 2019
Add departments column and values for PIs at Stanford University
good first issue
Good for newcomers
EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.
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Jan 19, 2022 - Python
a python based software for visualization of neuroanatomical and morphological data.
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May 31, 2022 - Python
Mother of All BCI Benchmarks
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Jun 1, 2022 - Python
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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Mar 1, 2022
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
A toolbox for integrated information theory.
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Jun 2, 2022 - Python
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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May 23, 2022 - Python
mihaic
commented
Dec 7, 2018
Some is already in .gitignore, but some is not. We should check all examples.
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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Jun 2, 2022 - C++
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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Apr 29, 2022 - Python
Deep and online learning with spiking neural networks in Python
python
machine-learning
neuroscience
spike
pytorch
neural-networks
spiking-neural-networks
snn
spiking
neuron-models
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May 25, 2022 - Python
CS198-96: Intro to Neurotechnology @ UC Berkeley
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Apr 13, 2022 - Jupyter Notebook
generalciao
commented
Oct 9, 2021
Fall.mat seems to contain all .npy outputs, except F_chan2 and Fneu_chan2. For convenience and consistency, it would be nice to include those in the Matlab out as well.
Fast spike sorting with drift correction for up to a thousand channels
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Mar 9, 2022 - MATLAB
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 28, 2022 - Python
Brain Modeling Toolkit
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Jun 2, 2022 - Python
Brain Dynamics Programming in Python
biological-simulations
neuroscience
computational-neuroscience
spiking-neural-networks
dynamical-systems
differential-equations
numerical-integration
brain-inspired-computation
brainpy
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Updated
May 30, 2022 - Python
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Currently, args in build.py do not match options in cmakelists.txt, also need to set the same defaults