Tag: neuralnetwork

3D visual representations of common neural network architectures

3D visual representations of common neural network architectures

Came across this awesome Youtube video that blew my mind. Definitely a handy resource if you want to explain the inner workings of neural networks. Have a look! https://www.youtube.com/watch?v=3JQ3hYko51Y Reminded me of my other go-to resource when it comes to explaining neural nets, the playlists by 3Blue1Brown: https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi I'll surely add these to the other … Continue reading 3D visual representations of common neural network architectures

Procedural Cave Generation in C# & Unity

Procedural Cave Generation in C# & Unity

Ever wondered what it is like to program computer games? Or even better, what it is like to program programs that program your computer games for you? Then welcome to the wonderful world of procedural game design, such as Spore, Borderlands, and No Man's Sky. Recently, I have been watching and greatly enjoying this Youtube … Continue reading Procedural Cave Generation in C# & Unity

Beating Battleships with Algorithms and AI

Past days, I discovered this series of blogs on how to win the classic game of Battleships (gameplay explanation) using different algorithmic approaches. I thought they might amuse you as well : ) The story starts with this 2012 Datagenetics blog where Nick Berry constrasts four algorithms' performance in the game of Battleships. The resulting levels … Continue reading Beating Battleships with Algorithms and AI

Tensorflow for R Gallery

Tensorflow for R Gallery

Tensorflow is a open-source machine learning (ML) framework. It's primarily used to build neural networks, and thus very often used to conduct so-called deep learning through multi-layered neural nets.  Although there are other ML frameworks -- such as Caffe or Torch -- Tensorflow is particularly famous because it was developed by researchers of Google's Brain … Continue reading Tensorflow for R Gallery

Dragonflies and neural networks

Dragonflies and neural networks

Did you know that dragonflies are one of the most effective and accurate predators alive? And that while it has a brain consisting of very few neurons. Neuroscientist Greg Gage and his colleagues studied how a dragonfly locks onto its preys and captures it within milliseconds. Actually, a dragonfly seems to be little more than … Continue reading Dragonflies and neural networks

Generating Pusheen with AI

Generating Pusheen with AI

Zack Nado wrote the best machine learning application I've seen so far: a neural network architecture that generates new Pusheen pictures. In his blog, Zack describes his generative adversarial network (GAN) , a special type of machine learning architecture where two neural networks try to fool each other. Zack first gave the discriminator network some real Pusheen images, … Continue reading Generating Pusheen with AI