simple neural network library in ANSI C

🚀 Blazing fast neuro-evolution & backpropagation for the browser and Node.js

Simulation of spiking neural networks (SNNs) using PyTorch.

Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"

The NEST simulator

Visualizer for large-scale and interactive ray-tracing of neurons

Blue Brain Python Optimisation Library

An easy neural network for Java!

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.

Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

Neuronal Morphology Analysis Tool

A lightweight, interactive, extensible and cross-platform framework for building, visualizing and analyzing digital reconstructions of neuronal morphology skeletons extracted from microscopy stacks.

Library to make and train a concurrent multilayer perceptron

Electrophys Feature Extraction Library

Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons

Using Self-Organizing Maps for Travelling Salesman Problem

An interactive image processing program for biologists written in Python.

TREES toolbox

A python and C++ library for reading and writing neuronal morphologies

Python 3 library for Neuron Analysis and Visualization with focus on hierarchical tree-like neuron data.

Implementation of a neuron and 2 neuronal networks in vhdl

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

C++ basecode and python scripting interface

R package implementing the NBLAST neuron search algorithm, as an add-on for the NeuroAnatomy Toolbox (nat) R package.

A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).

Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy

A spiking neural network simulation library