Neural Network

Tutorials

A Step by Step Backpropagation Example

• blog: http://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/

Artificial Neural Networks (ANN) Introduction

• blog: https://annalyzin.wordpress.com/2016/03/13/how-do-computers-recognise-handwriting-using-artificial-neural-networks/

Papers

A Fast C++ Implementation of Neural Network Backpropagation Training Algorithm: Application to Bayesian Optimal Image Demosaicking

• project page: http://www.ipol.im/pub/art/2015/137/
• paper: http://www.ipol.im/pub/art/2015/137/article_lr.pdf
• code: http://www.ipol.im/pub/art/2015/137/NN.tar.gz

CrAIg: Using Neural Networks to learn Mario

• blog: https://medium.com/@savas/craig-using-neural-networks-to-learn-mario-a76036b639ad
• github: https://github.com/joenot443/crAIg
• paper: http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf

Blogs

Getting It Done - What I learnt from finishing the Neural Network Algorithm

• blog: http://nicksparallellaideas.blogspot.com.au/2015/12/getting-it-done-what-i-learnt-from.html
• blog: http://pan.baidu.com/s/1sk6VPBf

Learning How To Code Neural Networks

• blog: https://medium.com/learning-new-stuff/how-to-learn-neural-networks-758b78f2736e#.nc2bx42ct

Watch Tiny Neural Nets Learn

http://swanintelligence.com/watch-tiny-neural-nets-learn.html

Rohan & Lenny #1: Neural Networks & The Backpropagation Algorithm, Explained

https://medium.com/a-year-of-artificial-intelligence/rohan-lenny-1-neural-networks-the-backpropagation-algorithm-explained-abf4609d4f9d#.9igtj84gm

The Essence of Artificial Neural Networks

https://medium.com/@ivanliljeqvist/the-essence-of-artificial-neural-networks-5de300c995d6#.yk0kydmf8

Tools

Neural Networks demo in Javascript

• demo: http://cs.stanford.edu/people/karpathy/svmjs/demo/demonn.html

Interactive visualization of artificial neural networks

• homepage: http://experiments.mostafa.io/public/ffbpann/
• github: https://github.com/drdrsh/interactive-bpann

NNX: Neural networks for Excel

• intro: “Multilayer perceptrons done the Excel way”
• homepage: https://nnx-addin.org/
• github: https://github.com/ikhramts/nnx

GNU Gneural Network

• homepage: http://www.gnu.org/software/gneuralnetwork/

Videos

Neural Networks with PHP

• youtube: https://www.youtube.com/watch?v=5bFxDsoNFzU
• video: http://pan.baidu.com/s/1boc933p