Tag: neural network

Neural Networks are a form of machine learning used to curate personalized recommendations, create artwork and music, and push the boundaries of Artificial Intelligence. Find out how Neural Networks mimic the human brain, how they learn from mistakes, and how a simple initial structure can be built to make complex decisions.

In this video, I explain how I used Unity to create a natural selection simulator. Then I added neural networks to the creatures so they could learn how to survive on their own. I also explain how neural networks work at the lowest levels.

This concept is also known as a genetic algorithm and is a simple form of artificial intelligence.

In the last video in this series, we discussed the biologically inspired structure of deep leaning neural networks and built up an abstracted model based on that. We then went through the basics of how this model is able to form representations from input data. The focus of this video then will continue right where the last one left off, as we delve deeper into the structure and mathematics of neural nets to see how they form their pattern recognition capabilities!

This video is the sixth in a multi-part series discussing computing. In this video, we’ll be discussing the rise of GPU computing and the role it will play in AI computational tasks.

Deep learning is a sub-field of AI that has taken the world by storm, in large part, since the start of this decade. In this sixth video in my artificial intelligence series and as for the purpose of this deep learning series, we’ll explore why it has exploded in popularity, how deep learning systems work and their future applications, so sit back, relax and join me on an exploration into the field of deep learning!

The focus of this video is on artificial neural networks, more specifically – their structure.