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Andy Elmsley

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The Sound of AI

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Andy Elmsley

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Jun 19, 2019

Enter the Mutant: Genetic algorithms, part III

Welcome back, chromosomes! Over the last two posts, we’ve been exploring Genetic Algorithms (GAs). You might want to review those pieces…

Enter the Mutant: Genetic algorithms, part III

In

The Sound of AI

by

Andy Elmsley

·

Jun 5, 2019

Selection, Crossover, I choose you! Genetic algorithms, part II

Welcome back, phenotypes! Last time we introduced Genetic Algorithms (GAs), an AI method for searching complex spaces, inspired by natural…

Selection, Crossover, I choose you! Genetic algorithms, part II

In

The Sound of AI

by

Andy Elmsley

·

May 24, 2019

Intelligence is in my genes: Genetic algorithms, part I

Hello again, cross-validators. For the last few weeks we’ve been discussing Artificial Neural Networks (ANNs) and how to train them…

Intelligence is in my genes: Genetic algorithms, part I

In

The Sound of AI

by

Andy Elmsley

·

May 2, 2019

You’re fit and you know it: overfitting and cross-validation

Welcome back machine-learners. Last time we finished off our brief tour of Artificial Neural Networks (ANNs) with a look into their…

You’re fit and you know it: overfitting and cross-validation

In

The Sound of AI

by

Andy Elmsley

·

Apr 25, 2019

How to increase user immersion with (mostly) audio

A truly authentic, engaging virtual reality (VR) experience hinges on ‘immersion’ and ‘immersion multipliers’. These are highly valued by…

How to increase user immersion with (mostly) audio

In

The Sound of AI

by

Andy Elmsley

·

Apr 18, 2019

Jumping into hyperparameters

Welcome back, gradient descenders! Last time we introduced the backpropagation algorithm to train our neural networks. I strongly…

Jumping into hyperparameters

In

The Sound of AI

by

Andy Elmsley

·

Apr 3, 2019

Training to train: Artificial Neural Networks, part II

Welcome back, networks-in-training! Last week we introduced the Multilayer Perceptron (MLP) — our first Artificial Neural Network (ANN).

Training to train: Artificial Neural Networks, part II

In

The Sound of AI

by

Andy Elmsley

·

Mar 27, 2019

Thinking artificially: Artificial Neural Networks, part I

The latest tutorial in our AI coding series.

Thinking artificially: Artificial Neural Networks, part I

In

The Sound of AI

by

Andy Elmsley

·

Mar 20, 2019

Sing a song of data: Markov chains, part II

Welcome back, machine learners. This week we’ll continue with Markov chains, and use our first dataset to do what you’ve all been waiting…

Sing a song of data: Markov chains, part II

In

The Sound of AI

by

Andy Elmsley

·

Mar 13, 2019

They call me Mr Stochastic: Markov chains, part I

The latest post in our AI coding tutorial series.

They call me Mr Stochastic: Markov chains, part I

Andy Elmsley

Andy Elmsley

Founder & CTO @melodrivemusic. AI video game music platform. Tech leader, programmer, musician, generative artist and speaker.

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