Topic: computational-neuroscience Goto Github

👇 Here are 372 public repositories matching this topic...

alfredcai / coursera-computational-neuroscience
computational-neuroscience,Coursera Computational-NeuroScience course of the University of Washington
User: alfredcai
coursera computational-neuroscience computational-biology

asoplata / open-computational-neuroscience-resources
computational-neuroscience,A publicly-editable collection of open computational neuroscience resources
User: asoplata
neuroscience neuroscience-data neural-simulators neuroimaging-data electrophysiological-data neuroscience-methods computational-neuroscience computational-biology awesome awesome-list

asoplata / open-science-resources
computational-neuroscience,A publicly-editable collection of open science resources, including tools, datasets, meta-resources, etc.
User: asoplata
open-science science neuroscience awesome awesome-list open-data open-datasets computational-science computational-neuroscience

awillats / dynamics-in-neuro-reading-list
computational-neuroscience,This reading list is centered around the practical application of linear dynamical systems models to predict neural data
User: awillats
neuroscience computational-neuroscience dynamical-systems

bluebrain / bluepyopt
computational-neuroscience,Blue Brain Python Optimisation Library
Organization: bluebrain
Home Page: https://bluepyopt.readthedocs.io/en/latest/
python optimisations neuroscience parameter modelling electrophysiology neurons computational-neuroscience cross-platform biological-simulations

bluebrain / efel
computational-neuroscience,Electrophys Feature Extraction Library
Organization: bluebrain
Home Page: http://efel.readthedocs.io
neuroscience python computational-neuroscience electrophysiology neurons

bluebrain / rtneuron
computational-neuroscience,Interactive visualization framework for geometrically detailed neuron simulations
Organization: bluebrain
visualization neuroscience interactive sonata computational-neuroscience rendering-engine opengl

braincog-x / brain-cog
computational-neuroscience,Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society.
Organization: braincog-x
Home Page: http://www.brain-cog.network/
brain-inspired-computation brain-simulations computational-neuroscience spiking-neural-networks brain-inspired-ai

braph-software / braph-2
computational-neuroscience,BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research.
Organization: braph-software
Home Page: http://braph.org
open-source computational-neuroscience data-science data-visualization machine-learning matlab neuroscience biomedical-engineering brain-connectivity-analysis brain-research

brian-team / brian2
computational-neuroscience,Brian is a free, open source simulator for spiking neural networks.
Organization: brian-team
Home Page: http://briansimulator.org
python neuroscience science differential-equations spiking-neural-networks biological-simulations code-generation simulation-framework brian computational-neuroscience

brian-team / brian2cuda
computational-neuroscience,A brian2 extension to simulate spiking neural networks on GPUs
Organization: brian-team
Home Page: https://brian2cuda.readthedocs.io/
python biological-simulations brian brian2 code-generation computational-neuroscience differential-equations gpu gpu-acceleration neuroscience

bruntonuwbio / plumetracknets
computational-neuroscience,Supplementary data and code accompanying: https://arxiv.org/abs/2109.12434
Organization: bruntonuwbio
deep-reinforcement-learning computational-neuroscience

btel / python-in-neuroscience-tutorials
computational-neuroscience,Collection of tutorials about methods of computational neuroscience using Python
User: btel
Home Page: https://nbviewer.jupyter.org/github/btel/python-in-neuroscience-tutorials/blob/master/index.ipynb
python neuroscience computational-neuroscience scientific-computing jupyter-notebook tutorials

christiangaser / cat12
computational-neuroscience,Computational Anatomy Toolbox for SPM12
User: christiangaser
Home Page: https://neuro-jena.github.io/cat
cortical-surfaces cortical-thickness gyrification mri-brain mri-brain-segmentation mri-segmentation neuroimaging statistical-analysis surface-reconstruction visualisation voxel-based-morphometry computational-neuroscience matlab surface-registration

colinator / spikeflow
computational-neuroscience,Python library for easy creation and running of spiking neural networks in tensorflow.
User: colinator
tensorflow spiking-neural-networks snn computational-neuroscience python

compcogneuro / book
computational-neuroscience,Computational Cognitive Neuroscience textbook
Organization: compcogneuro
Home Page: https://compcogneuro.org
computational-neuroscience cognitive-neuroscience neural-networks neocortex learning memory hippocampus prefrontal-cortex basal-ganglia

computational-neuroscience / computational-neuroscience-uw
computational-neuroscience,Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington
Organization: computational-neuroscience
computational-neuroscience neural-models

contextlab / computational-neuroscience
computational-neuroscience,Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction to programming in MATLAB, single-neuron models, ion channel models, basic neural networks, and neural decoding.
Organization: contextlab
computational-neuroscience matlab course-materials problem-set modeling simulation neuron data-analysis

csinva / csinva.github.io
computational-neuroscience,Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
User: csinva
Home Page: https://csinva.io
notes slides blog machine-learning statistics artificial-intelligence jekyll-themes website research awesome

devrim-celik / interactive_neuron_model_simulator
computational-neuroscience,Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model etc...
User: devrim-celik
computational-neuroscience neuron-model leaky-integrate-and-fire-neuron izhikevich-neurons matplotlib

emer / leabra
computational-neuroscience,Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)
Organization: emer
Home Page: https://emersim.org
artificial-intelligence artificial-neural-networks cognitive-neuroscience cognitive-science computational-neuroscience emergent go golang neural-network

eselkin / awesome-computational-neuroscience
computational-neuroscience,A list of schools and researchers in computational neuroscience
User: eselkin
awesome-list awesome computational-neuroscience neuroscience computational-biology computational computational-linguistics computational-psychology computational-psychiatry mathematical-neuroscience

esi-neuroscience / syncopy
computational-neuroscience,Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data
Organization: esi-neuroscience
computational-neuroscience ecog analysis spectral-methods brain neuroscience systems-neuroscience

francesco-innocenti / neuro_ai_papers
computational-neuroscience,A curated repository of Neuro-AI papers.
User: francesco-innocenti
neuro-ai computational-neuroscience machine-learning research deep-learning reinforcement-learning deep-reinforcement-learning

fzenke / auryn
computational-neuroscience,Auryn: A fast simulator for spiking neural networks with synaptic plasticity
User: fzenke
Home Page: https://fzenke.net/auryn/
simulation-framework auryn computational-neuroscience spiking-neural-networks parallel-computing stdp spiking-neu

genn-team / genn
computational-neuroscience,GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.
Organization: genn-team
Home Page: http://genn-team.github.io/
computational-neuroscience nvidia-cuda spiking-neural-networks simulation hacktoberfest

gifale95 / eeg_encoding
computational-neuroscience,Use DNNs to build encoding models of EEG visual responses.
User: gifale95
Home Page: https://www.alegifford.com/projects/eeg_dataset/
eeg human-vision deep-neural-networks things-database computational-neuroscience neural-encoding visual-object-recognition open-dataset

inm-6 / multi-area-model
computational-neuroscience,A large-scale spiking model of the vision-related areas of macaque cortex.
Organization: inm-6
full-scale multi-area predictive-connectomics functional-connectivity theoretical-neuroanatomy simulation primates computational-neuroscience cerebral-cortex connectivity

jiaxiaogang / he4o
computational-neuroscience,螺旋熵减系统
User: jiaxiaogang
Home Page: https://jiaxiaogang.github.io/
agi artificial-general-intelligence helix learning-algorithm unsupervised-learning-algorithms unsupervised-machine-learning decision-system thinking-machine brain-inspired-computation brain-simulations

jiaxiaogang / helix_theory
computational-neuroscience,螺旋熵减理论
User: jiaxiaogang
Home Page: http://jiaxiaogang.github.io/
agi helix theory-of-helix artificial-general-intelligence learning-algorithm unsupervised-learning-algorithms unsupervised-machine-learning decision-system thinking-machine computational-neuroscience

jonescompneurolab / hnn
computational-neuroscience,The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.
Organization: jonescompneurolab
Home Page: http://hnn.brown.edu
computational-neuroscience eeg meg simulation-modeling neocortex brain biophysical neuronal-network erp alpha

lpjiang97 / sparse-coding
computational-neuroscience,An implementation of Olshausen and Field (96) in PyTorch
User: lpjiang97
computational-neuroscience neuroscience receptive-field sparse-coding theoretical-neuroscience vision

metr0jw / spiking-neural-network-on-fpga
computational-neuroscience,Leaky Integrate and Fire (LIF) model implementation for FPGA
User: metr0jw
computational-neuroscience neuromorphic-computing snn spiking-neural-network spiking-neural-networks verilog verilog-hdl leaky-integrate-and-fire-model leaky-integrate-and-fire-neuron lif-model

mne-tools / mne-cpp
computational-neuroscience,MNE-CPP: A Framework for Electrophysiology
Organization: mne-tools
Home Page: https://mne-cpp.org/
neuroscience meg eeg computational-neuroscience c-plus-plus qt3d qt mne real-time cross-platform

mrkrd / cochlea
computational-neuroscience,Inner ear models for Python
User: mrkrd
python cochlea inner-ear model auditory computational-neuroscience neuroscience sound basilar-membrane inner-hair-cell

mschrimpf / neural-nlp
computational-neuroscience,[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing
User: mschrimpf
Home Page: https://doi.org/10.1073/pnas.2105646118
deep-learning natural-language-processing computational-neuroscience human-language neural-recording fmri ecog

naclab / ngc-learn
computational-neuroscience,NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
Organization: naclab
brain-inspired-computing free-energy machine-learning neuroscience predictive-coding predictive-processing python spiking-neural-networks learning-algorithms cognitive-science local-learning computational-neuroscience neural-networks biological-neural-networks credit-assignment hebbian-learning spiking-networks jax credit-assignment-problem spike-timing-dependent-plasticity

neuroailab / convrnns
computational-neuroscience,ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks
Organization: neuroailab
Home Page: https://www.biorxiv.org/content/10.1101/2021.02.17.431717
imagenet recurrent-neural-networks computational-neuroscience computer-vision convolutional-neural-networks neuroscience-inspired-ai vision neuroscience

neurolib-dev / neurolib
computational-neuroscience,Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬
Organization: neurolib-dev
neuroscience neuroscience-methods computational-neuroscience mean-field-theory neural-networks brain-network brain-simulations brain-modeling

nsblab / braineigenmodes
computational-neuroscience,Code supporting 'Geometric constraints on human brain function'
Organization: nsblab
modeling neuroscience brain-function brain-imaging computational-neuroscience eigenmodes fmri

orthogonal-research-lab / neuromatch-academy
computational-neuroscience,Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities
User: orthogonal-research-lab
education neuroscience computational-neuroscience epistemological-directory

paninski-lab / yass
computational-neuroscience,YASS: Yet Another Spike Sorter
Organization: paninski-lab
Home Page: https://github.com/paninski-lab/yass/wiki
spike-sorting computational-neuroscience python

payampiray / cbm
computational-neuroscience,computational and brain/behavior modeling
User: payampiray
Home Page: https://payampiray.github.io/cbm.html
computational-neuroscience computational-modeling bayesian-statistics

projectpyrho / pyrho
computational-neuroscience,A virtual optogenetics laboratory
Organization: projectpyrho
python optogenetics opsin jupyter-widget computational-neuroscience neuron brian2 neuroscience brain brainweb

ratinabox-lab / ratinabox
computational-neuroscience,A python package for simulating 2D motion in continuous environment and spatial cell types (e.g. place cell).
Organization: ratinabox-lab
continuous ephys hippocampus locomotion motion neurons rat reinforcement-learning box grid-cells

rougier / cncc-2019
computational-neuroscience,Computational Neuroscience Crash Course (CNCC 2019)
User: rougier
computational-neuroscience python signal-processing numpy scipy matplotlib linear-algebra differential-equations

rougier / cncc-2020
computational-neuroscience,Computational Neuroscience Crash Course (University of Bordeaux, 2020)
User: rougier
computational-neuroscience linear-algebra fourier-analysis python course-materials

saunak1994 / snnformnist
computational-neuroscience,A Spiking Neural Network Architecture for MNIST Digit Recognition
User: saunak1994
computational-neuroscience computer-science machine-learning python data-science computer-engineering electrical-engineering

scidash / neuronunit
computational-neuroscience,A package for data-driven validation of neuron and ion channel models using SciUnit
Organization: scidash
Home Page: http://neuronunit.scidash.org
computational-neuroscience neuroinformatics neuron-model neuroscience python unit-testing

xbtinchina / ccn_association
computational-neuroscience,认知计算神经联盟 讨论会
User: xbtinchina
Home Page: https://xbtinchina.github.io/CCN_Association/
cognitive-science neuroscience computational-neuroscience deep-learning neural-network