https://github.com/maael/node-ann

:computer: A node package implementation of a Artificial Neural Network in JavaScript with Backpropagation learning algorithm.
https://github.com/maael/node-ann

artificial-neural-networks backpropagation-learning-algorithm javascript neural-network node node-ann

Last synced: 8 days ago
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:computer: A node package implementation of a Artificial Neural Network in JavaScript with Backpropagation learning algorithm.

• Host: GitHub
• URL: https://github.com/maael/node-ann
• Owner: maael
• Created: 2015-02-10T12:03:12.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2017-01-28T14:50:21.000Z (over 8 years ago)
• Last Synced: 2025-04-24T01:12:07.019Z (8 days ago)
• Topics: artificial-neural-networks, backpropagation-learning-algorithm, javascript, neural-network, node, node-ann
• Language: JavaScript
• Homepage:
• Size: 41 KB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# node-ann

[![Build Status](https://img.shields.io/travis/maael/node-ann.svg)](https://travis-ci.org/maael/node-ann)

[![Code Climate](https://img.shields.io/codeclimate/github/maael/node-ann.svg)](https://codeclimate.com/github/maael/node-ann)

A node package implementation of a Artificial Neural Network in JavaScript with Backpropagation learning algorithm.

## Perceptron

```js

    var perceptron = new ann.perceptron({id: 'namedID', bias: '1', type: 'hidden'});

```

## Network

```js

    var network = new ann.ann();

```

### addPerceptron()

```js

    network.addPerceptron(perceptron);

```

### addWeighting()

```js

    network.addWeighting({from: 'u1', to: 'u2', weighting: 1});

```

### getWeightings()

```js

    network.getWeightings();

```

### findPerceptron()

```js

    network.findPerceptron(id);

```