Скачать или смотреть 10.12: Neural Networks: Feedforward Algorithm Part 1 - The Nature of Code

In this video, I tackle a fundamental algorithm for neural networks: Feedforward. I discuss how the algorithm works in a Multi-layered Perceptron and connect the algorithm with the matrix math from previous videos. Code: https://thecodingtrain.com/tracks/neu...

💻 Github Repo: https://github.com/CodingTrain/Toy-Ne...

🎥 Previous:    • 10.11: Neural Networks: Matrix Class Impro...  
🎥 Next:    • 10.13: Neural Networks: Feedforward Algori...  

References:
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-...

Videos:
🔗    • Neural networks  

Timestamps:
0:00 Introduction
1:35 Review neural network structure
8:24 Weight Matrix
15:43 Hidden layer
16:15 Bias
18:45 Sigmoid activation function
21:23 Output layer
26:13 Outro

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

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🔗 Processing: https://processing.org

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#neuralnetwork #feedforward #javascript