10.5: Neural Networks: Multilayer Perceptron Part 2 - The Nature of Code

The Coding Train
The Coding Train
156.5 هزار بار بازدید - 7 سال پیش - This video follows up on
This video follows up on the previous Multilayer Perceptron video. Code: https://thecodingtrain.com/tracks/neu...

🎥 Previous: 10.4: Neural Networks: Multilayer Per...
🎥 Next: 10.6: Neural Networks: Matrix Math Pa...

References:
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-...
🔗 Perceptrons: https://www.amazon.com/Perceptrons-In...
🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...

Timestamps:
0:00 Introduction
1:21 Design for the neural network library
3:39 Fully connected network
6:05 Create a neural network
7:40 Shape of data
8:56 Feedforward process
12:19 Normalizing the data
15:32 Weights matrix
18:21 Linear algebra
20:51 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

📄 Code of Conduct: https://github.com/CodingTrain/Code-o...

This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod...

#neuralnetworks #multilayerperceptron #linearalgebra #javascript
7 سال پیش در تاریخ 1396/04/09 منتشر شده است.
156,589 بـار بازدید شده
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