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Search results for neural neurons

100 search results found

Genann ⭐ 1,398

simple neural network library in ANSI C

Snakeai ⭐ 1,242

Train a Neural Network to play Snake using a Genetic Algorithm

Neataptic ⭐ 978

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

Digit Classifier ⭐ 780

A single handwritten digit classifier, using the MNIST dataset. Pure Numpy.

Deep Learning Illustrated ⭐ 543

Deep Learning Illustrated (2020)

Nest Simulator ⭐ 500

The NEST simulator

Awesome Neuro Ai Papers ⭐ 345

Papers from the intersection of deep learning and neuroscience

Neural Network ⭐ 270

This is a configurable Neural Network written in C#. The Network functionality is completely decoupled from the UI and can be ported to any project. You can also export and import fully trained networks and datasets.

Spiking Neural Network Snn With Pytorch Where Backpropagation Engenders Stdp ⭐ 192

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.

Top 10 Computer Vision Papers 2020 ⭐ 177

A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.

Go Perceptron Go ⭐ 156

A single / multi layer / recurrent neural network written in Golang.

Dynamic_neural_manifold ⭐ 117

Tf Genetic ⭐ 110

Evolutionary Neural Networks backed by TensorFlow and pure Python

Simple Neural Network ⭐ 84

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

Simpleneuralnetwork ⭐ 79

Simple neural network implementation in Java

Neuron_as_deep_net ⭐ 69

Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021

Brainsimii ⭐ 63

Neural Simulator for AGI research and development

Js Neuralnetwork ⭐ 50

Neural networks in JavaScript. Well-documented and object-oriented.

Text-based emotion analysis

Backpropneuralnet.jl ⭐ 45

A neural network in Julia

Metatemplateneuralnet ⭐ 44

An entire meta-programming template based neural network API in C++ (MTNN)

Visualize Neural Network ⭐ 42

Visualize neural network with or without weights

Musical Pattern Recognition In Spiking Neural Networks ⭐ 41

Differentiate notes using a spiking neural network

Flexible and fast neural network library (feed-forward, RNN, GRU, LSTM, etc)

Simple Neural Networks ⭐ 37

Simple Neural Networks

Computational Neuroscience ⭐ 37

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.

Interpretable neural spike train models with fully-Bayesian inference algorithms

Neuralplaterecognition ⭐ 35

This project is developed in Python using OpenCV and the free deep learning library 'neural-networks-and-deep-learning'. It is capable of recognizing cars and reading the plate number.

Neuralduino ⭐ 35

The only dynamic and reconfigurable Artificial Neural networks library with back-propagation for arduino

Evolved concurrent neural networks on godot engine

Doodlejumpai ⭐ 31

A Neural Network that learns to play Doodle Jump trained using a Genetic Algorithm

Hebbiancnn ⭐ 31

Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)

Golang Neural Network

Bindsnet ⭐ 28

Simulation of spiking neural networks (SNNs) using PyTorch.

Evolutive Neural Networks ⭐ 26

An experiment on artificial evolution of neural networks

Three.js Neural Network Visualizer ⭐ 25

A neural network visualizer using Three.js that recognizes 3s

Arduinoneuronlibrary ⭐ 25

Simulate neural activity with Arduino

Scala Neural Network ⭐ 25

An implementation of a multi-layer perceptron in Scala

Attention Guided Sparsity ⭐ 25

Attention-Based Guided Structured Sparsity of Deep Neural Networks

Multi Layer Perceptron ⭐ 22

This is small example of the Multi Layer Perceptron implemented in Java. It can be used for educational purpose or experiments on this kind of neural networks. In this example the neural network will learn the XOR logical gate.

Sinapsis ⭐ 21

A D3 app to visualize the computations inside a convolutional neural network trained for digit recognition.

Neurapse ⭐ 20

Nuerapse simulations for SNNs

Birdsong Generation Project ⭐ 20

Generating birdsong with WaveNet

Spikeflow ⭐ 20

Python library for easy creation and running of spiking neural networks in tensorflow.

Rubiks Cube Neural Network ⭐ 18

A Neural Network designed to solve any rubik's cube of size NxNxN

Snakegame ⭐ 18

A classic game of snake that is controlled by a neural network and trained using a genetic algorithm

Neural Network Mnist Cpp ⭐ 18

Neural Network implementation in C++ running for MNIST database.

Kerasimo ⭐ 17

Plot neural networks generated by the Deep Learning library Keras

Littlebrain ⭐ 17

Multi-layer Neural Network in Javascript

Credit Classifier ⭐ 17

German Credit Classifier

Generalized Regression Neural Networks Library From Scratch ⭐ 16

Generalized Regression Neural Networks estimates using the weighted averages of the outputs of the training data set. (With Gaussian kernel and Euclidean distance)

Teaching Ncso ⭐ 16

Course in Neural Computation and Self-Organization

C Elegans Neural Interactome ⭐ 16

Realtime simulation and visualization of neural dynamics of a full nervous system (C. elegans).

Deepframe ⭐ 14

Deep learning algorithms developed by ourselves from scratch by C++. No deep learning frameworks are used.

Genetic_algorithms ⭐ 14

Simple demonstration of Evolution of Neural Networks using Genetic Algorithms

Spikenet.jl ⭐ 13

A spiking neural network simulator written in Julia.

Spiking Neural Net ⭐ 13

A spiking neural network simulation library

Eth Intro To Neuroinformatics Summary ⭐ 13

Summary of the ETH INI Introduction to Neuroinformatics course.

Pyorderbooktrading ⭐ 12

Bitmex orderbooks saving + (neural) trading signal generator + backtesting etc.

Convnet Visualizer ⭐ 12

A simple web app for visualizing the network structure of convolutional neural networks

Neural Network From Scratch In R ⭐ 11

A step-by-step implementation of an artificial neural network for learning purpose

Glm_and_izhikevich ⭐ 11

This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural responses.

Neural Networks Templates Library

Convert biological neuronal networks to artificial recurrent neuronal networks

Simulating a primordial brain. A biological (spiking) neural network structuring itself through natural selection.

Keras_tensorflow_on_iris ⭐ 10

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

Brabenetz ⭐ 9

🧠 A fast and clean supervised neural network in C++, capable of effectively using multiple cores

Neural network simulator being developed as part of my PhD.

Spikingtorch ⭐ 9

A pytorch implementation of spiking neural networks and backpropagation through spikes

Neural Pdf Classification ⭐ 8

An article about information extraction from text based documents such as PDF documents using neural networks.

Tempotron ⭐ 8

a spiking neural network module, tempotron for classification

Yoloparser ⭐ 8

Project to help FTC teams integrate neural nets into their robots for object detection.

Build Your Own Neural Network Design

Freely wired neural networks

Neuralnetwork ⭐ 8

Small implementation of a neural network in Python

Neuralsandbox ⭐ 7

Create your own racetrack and let the evolution solve it for you.

Bread And Butter_machine Learning ⭐ 7

Implementation of machine learning algorithms from scratch.

Ailearnssnake ⭐ 7

Python code to create the original Snake game using PyGame and creating a Neural Network to teach an AI how to play the game

Theanets Tutorial ⭐ 7

theanets-tutorial

Digitscanner ⭐ 7

Handwritten Number Recognition — C++, Neural Network

Trafficlightneuralnetwork ⭐ 7

🚥 An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.

Keras Deep Learning Tutorial ⭐ 7

A deep learning tutorial for students as a python jupyter notebook

Qneuralnet ⭐ 7

Multi-layer backpropagation neural network implementation in Qt

Food Recognition ⭐ 7

CNN based food recognition using Keras in Python and Shiny package in R.

Removing jpeg artefacts from screenshots with a neural network (2016 project in Theano – no longer supported)

Brilliantly Radical Artificially Intelligent Neural Machine

This is a tutorial to implement DeconvNet, Backpropagation, SmoothGrad, and GuidedBackprop using Keras.

Decided to make a neural network. Ended up with a neuron.

High-performance spiking neural network simulator

Digit_classifier Neural_network ⭐ 6

Neural Networks Implementation

Simple Neural Network Js ⭐ 6

Simple Neural Network library (JavaScript)

Artificial Intelligence ⭐ 6

Implementing Artificial Neural Network training process in Python

Neural Nets ⭐ 6

A basic scikit-learn compatible neural network library for Python 3

T-Rex evolutionary neural network

Neural Financial Prediction Encog Java ⭐ 5

Neural networks library on top of theano

Spiking_neuron ⭐ 5

Project on Spiking Neural Networks

Binaryneuralnet ⭐ 5

A Binary Multi-Layer Neural Network

GENESIS (short for GEneral NEural SImulation System) is a (legacy) general purpose simulation platform that was developed to support the simulation of neural systems ranging from subcellular components and biochemical reactions to complex models of single neurons, simulations of large networks, and systems-level models.

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