In this video I teach you what neural networks are, how they work and how to implement them using JavaScript. We will experiment by using the self-driving car and having it make its own decisions.
Neural networks are computing systems inspired by the biological neural networks in our brains. A neuron is a specialized cell that communicates with other cells via synapses. Branch-like structures (the dendrites) receive the signals. When stimulated enough, a neuron will fire a signal through its axon. So, a single neuron does something very simple and intelligence only comes when you have many of them working in a team.
Artificial neural networks work so that neurons on the first layer will be connected to the sensors. They will send signals forward a few times times... finally, the last layer will be connected to the car controls to make it actually do something.
⭐️MORE LINKS⭐️
3b1b video: • But what is a neural n...
Plane intersection visualizer: www.songho.ca/math/plane/plane...
⭐️CODE⭐️
Github: github.com/gniziemazity/Self-... (6. Neural network)
Use '5. Traffic simulation if you plan to follow along!
My website: radufromfinland.com
JS NN Libraries: blog.logrocket.com/best-javas...
⭐️ TABLE OF CONTENT ️⭐️
0:00 Intro
0:58 What are neural networks
4:11 Implementing a neural network in JavaScript
8:35 Feedforward algorithm
10:32 Mathematics of neural networks
13:30 Hidden layers
16:09 Connecting the network to the self-driving car
22:12 Debugging a neural network
Негізгі бет Learn Neural Networks through coding
Пікірлер: 152