neuroscience
There are 2208 repositories under neuroscience topic.
mne-tools/mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
NeuromatchAcademy/course-content
NMA Computational Neuroscience course
psychopy/psychopy
For running psychology and neuroscience experiments
jeshraghian/snntorch
Deep and online learning with spiking neural networks in Python
brainflow-dev/brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
analyticalmonk/awesome-neuroscience
A curated list of awesome neuroscience libraries, software and any content related to the domain.
brian-team/brian2
Brian is a free, open source simulator for spiking neural networks.
rordenlab/dcm2niix
dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
braindecode/braindecode
Deep learning software to decode EEG, ECG or MEG signals
neurreps/awesome-neural-geometry
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
fieldtrip/fieldtrip
The MATLAB toolbox for MEG, EEG and iEEG analysis
nengo/nengo
A Python library for creating and simulating large-scale brain models
eselkin/awesome-computational-neuroscience
A list of schools and researchers in computational neuroscience
NeuroTechX/moabb
Mother of All BCI Benchmarks
lava-nc/lava
A Software Framework for Neuromorphic Computing
SpikeInterface/spikeinterface
A Python-based module for creating flexible and robust spike sorting pipelines.
asoplata/open-computational-neuroscience-resources
A publicly-editable collection of open computational neuroscience resources
csinva/csinva.github.io
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
brainglobe/brainrender
A Python package to visualise neuroanatomical data in atlas space
MouseLand/Kilosort
Fast spike sorting with drift correction
mikeroyal/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.
simonarvin/eyeloop
EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.
neuronsimulator/nrn
NEURON Simulator
neurolib-dev/neurolib
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬
MouseLand/suite2p
cell detection in calcium imaging recordings
wmayner/pyphi
A toolbox for integrated information theory.
fooof-tools/fooof
Parameterizing neural power spectra into periodic & aperiodic components.
neuropsychology/NeuroKit.py
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
neurotech-berkeley/neurotech-course
CS198-96: Intro to Neurotechnology @ UC Berkeley
brainiak/brainiak
Brain Imaging Analysis Kit
ReproNim/neurodocker
Generate custom Docker and Singularity images, and minimize existing containers
raphaelvallat/antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
BlueBrain/Brayns
Visualizer for large-scale and interactive ray-tracing of neurons
AllenInstitute/bmtk
Brain Modeling Toolkit
ucdavis/erplab
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.
kylemath/DeepEEG
Deep Learning with Tensor Flow for EEG MNE Epoch Objects