Neural Networks Explained: Perceptron Fundamentals & Code Walkthrough 🤖

In this video, I follow up on my discussion of the perceptron. Code: https://thecodingtrain.com/tracks/neural-networks/neural-networks/3-perceptron-part-2

🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/natureofcode/sketches/sMozIaMCW
Processing: https://github.com/shiffman/The-Nature-of-Code-Examples/tree/master/chp10_nn/NOC_10_01_SimplePerceptron

🎥 Previous: https://youtu.be/ntKn5TPHHAk
🎥 Next: https://youtu.be/u5GAVdLQyIg

References:
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp/B01EER4Z4G
🔗 Perceptrons: https://www.amazon.com/Perceptrons-Introduction-Computational-Geometry-Expanded/dp/0262631113
🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC-S17-2-Intelligence-Learning/tree/master/week4-neural-networks

Related Coding Challenges:
🚂 https://youtu.be/dLp10CFIvxI

My video on the map() function: https://youtu.be/nicMAoW6u1g
My video explaining object overloading: http://youtu.be/V7k5bFQbhG0

Timestamps:
0:00 Introduction
2:15 Edit point object
3:30 Add mapping
7:19 Add generic formula for line
12:57 Determine whether point is above/below line
15:05 Bias
19:11 Visualize current prediction for line
27:19 Outro

Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound

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🔗 p5.js: https://p5js.org
🔗 p5.js Web Editor: https://editor.p5js.org/
🔗 Processing: https://processing.org

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#neuralnetworks #perceptron #processing