neurons

There are 5 repositories under neurons topic.

codeplea / genann
simple neural network library in ANSI C
ann ansi artificial-neural-networks backpropagation c genetic-algorithm hidden-layers neural neural-network neural-networks neurons tiny
Language:C 2027
BindsNET / bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
spiking-neural-networks gpu-computing pytorch machine-learning snn reinforcement-learning stdp dynamic neurons simulation synapse
Language:Python 1518
wagenaartje / neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
genetic-algorithm neural-network mutations crossover squash neurons selection machine-learning
Language:JavaScript 1191
nest-simulator
nest / nest-simulator
The NEST simulator
cpp nest nest-simulator neurons point-neurons python simulation-toolkit simulator
Language:C++ 547
Evolving-AI-Lab / synthesizing
Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"
caffe deep-networks image neural-network neurons synthesis visualization
Language:Python 473
BlueBrain / Brayns
Visualizer for large-scale and interactive ray-tracing of neurons
neurons ospray raytracing interactive neuroscience large-scale volume-rendering websockets python brain pathtracing json-rpc visualization
Language:C++ 291
guillaume-chevalier / Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP
What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.
neurons spiking-neural-networks
Language:Jupyter Notebook 266
navis-org / skeletor
Extraction of 3D skeletons from meshes.
3d connectomics mesh meshes neurons python skeleton skeleton-extraction skeletonization skeletonize teasar volumes
Language:Python 212
BluePyOpt
BlueBrain / BluePyOpt
Blue Brain Python Optimisation Library
python optimisations neuroscience parameter modelling electrophysiology neurons computational-neuroscience cross-platform biological-simulations evolutionary-algorithms genetic-algorithm
Language:Python 205
RatInABox
RatInABox-Lab / RatInABox
A python package for simulating motion in continuous environments and spatial cell types (e.g. place cell).
continuous ephys hippocampus locomotion motion neurons rat reinforcement-learning box grid-cells place-cells boundary-vector-cells trajectory computational-neuroscience modelling modelling-biological-systems neuroscience simulation gym gym-environment
Language:Python 198
jczic / MicroMLP
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
micropython neural-network multilayer-perceptron mlp ai deep-learning esp32 lopy wipy hc2 pycom ann artificial-intelligence neurons machine-learning predictive-modeling deeplearning qlearning q-learning
Language:Python 183
mempirate / simple-neural-network
Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.
neural-network neurons deep-learning deeplearning deep-neural-networks
Language:Python 179
BlueBrain / NeuroMorphoVis
A lightweight, interactive, extensible and cross-platform framework for building, visualizing and analyzing digital reconstructions of neuronal morphology skeletons extracted from microscopy stacks.
bbp blender-addon blue-brain-project media-production mesh-reconstruction morphologies morphology-analysis morphology-visualization neural-modeling neurons simulation-based-neuroscience soma-reconstruction visualization
Language:Python 129
goessl / MachineLearning
An easy neural network for Java!
java machine-learning neural-network neurons hidden-layers weight learning-rate artificial-intelligence weights learning matrix matrices matrix-calculations prediction easy-to-use lightweight begginer
Language:Java 126
BlueBrain / NeuroM
Neuronal Morphology Analysis Tool
neurons python morphologies
Language:Python 103
fdalvi / NeuroX
A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.
natural-language-processing nlp-machine-learning explainable-ai neurons nlp
Language:Python 100
djsaunde / spiketorch
Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
spiking-neural-networks machine-learning pytorch neurons python snn
Language:Python 90
navis-org / navis
Python library for analysis of neuroanatomical data.
neurons swc anatomy visualization neuroscience python 3d neuprint skeletons segmentation meshes volumes blender hemibrain nblast transform connectome neuroanatomy morphometric flywire
Language:Python 84
eFEL
BlueBrain / eFEL
Electrophys Feature Extraction Library
neuroscience python computational-neuroscience electrophysiology neurons
Language:Python 68
derniercri / multilayer-perceptron
Library to make and train a concurrent multilayer perceptron
neural-network neurons concurrency machine-learning
Language:Erlang 46
diego-vicente / ntnu-som
Using Self-Organizing Maps for Travelling Salesman Problem
neurons kohonen-map ann som tsp artificial-intelligence
Language:Python 44
morphonets / SNT
The ImageJ framework for quantification of neuronal anatomy
neuroscience neuroanatomy-toolbox imagej imagej2 scijava neurons janelia fiji neuron-reconstruction
Language:Java 44
molcik / python-neuron
Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons
neurons mlp rbf lnu multi-layer-perceptron python mlp-elm qnu artificial-intelligence time-series ann neural-network neural-networks artificial-neural-networks prediction
Language:Python 40
seung-lab / RealNeuralNetworks.jl
A unified framework for skeletonization, morphological analysis, and connectivity analysis.
neurons neuron-morphology julia nblast skeletonization connectome
Language:Julia 39
R-Stefano / Grid-Cells
Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy
grid-cells trajectories paper deepmind tensorflow navigation neurons grid-cell brain artificial-agents
Language:Python 33
Jumaruba / SNN
This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.
spiking-neural-networks spiking-networks spiking neurons neuron python python3 neuroscience synapse synapses izhikevich-neurons izhikevich-model hodking-huxley leaky-integrate-and-fire-neuron leaky-integrate-and-fire-model stdp
Language:Python 31
BlueBrain / MorphIO
A python and C++ library for reading and writing neuronal morphologies
neuron neurons morphology python glia mitochondria reticulum
Language:C++ 27
cuntzlab / treestoolbox
TREES toolbox
toolbox neurons morphological-analysis morphology minimum-spanning-trees reconstruction
Language:MATLAB 27
sandialabs / n2a
An object-oriented language for modeling large-scale neural systems, along with an IDE for writing and simulating models.
equations brain language neurons simulator snl-prog-models-runtimes scr-1532
Language:Java 27
BlueBrain / Ultraliser
Reconstruction of watertight meshes, annotated volumes and center line skeletons of neuroscience spatial structures from non-watertight inputs, segmented masks, skeletons of NGV morphologies and volumes.
mesh volume morphology neurons astrocyte neuron vasculature skeletonization
Language:C++ 26
mrousavy / BrabeNetz
🧠 A fast and clean supervised neural network in C++, capable of effectively using multiple cores
neural-network cpp neurons xor cpu biases supervised-neural-network algorithm machine-learning digit-recognizer scalability artificial-intelligence nuget linux
Language:C++ 26
michaelmelanson / spiking-neural-net
A spiking neural network simulation library
neurons rust science rust-library neural-network neural-networks
Language:Rust 23
flika-org / flika
An interactive image processing program for biologists written in Python.
biologists python imagej calcium image-processing fluorescence microscopy neurons astrocytes
Language:Python 22
raymelon / TrafficLightNeuralNetwork
:traffic_light: An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.
artificial-neural-networks artificial-neural-network ann traffic traffic-light artficial-intelligence intersection c-sharp neural-network neural-networks neural-nets neural-network-example machine-learning traffic-light-controller ann-architecture neurons computational-intelligence
Language:C# 22
mackelab / CorBinian
CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
binary multivariate correlation mcmc entropy ising-model neurons maxent high-dimensional-data maximum-likelihood dichotomized-gaussian k-pairwise iterative-scaling gibbs-sampling specific-heat criticality heat-capacity bernoulli count maximum-entropy
Language:MATLAB 19
dicearr / neuron-vhdl
Implementation of a neuron and 2 neuronal networks in vhdl
vhdl neurons neuron-vhdl neural-networks neural-network
Language:VHDL 18