10.12: Neural Networks: Feedforward Algorithm Part 1 - The Nature of Code
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7 سال پیش
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In this video, I tackle
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 ...
🎥 Next: 10.13: Neural Networks: Feedforward A...
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
🚂 Website: https://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/pas...
🚩 Suggest Topics: https://github.com/CodingTrain/Sugges...
💡 GitHub: https://github.com/CodingTrain
💬 Discord: https://thecodingtrain.com/discord
💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter: Twitter: thecodingtrain
📸 Instagram: Instagram: the.coding.train
🎥 Coding Challenges
🎥 Start learning here!
🔗 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...
#neuralnetwork #feedforward #javascript
💻 Github Repo: https://github.com/CodingTrain/Toy-Ne...
🎥 Previous: 10.11: Neural Networks: Matrix Class ...
🎥 Next: 10.13: Neural Networks: Feedforward A...
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
🚂 Website: https://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/pas...
🚩 Suggest Topics: https://github.com/CodingTrain/Sugges...
💡 GitHub: https://github.com/CodingTrain
💬 Discord: https://thecodingtrain.com/discord
💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter: Twitter: thecodingtrain
📸 Instagram: Instagram: the.coding.train
🎥 Coding Challenges
🎥 Start learning here!
🔗 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...
#neuralnetwork #feedforward #javascript
7 سال پیش
در تاریخ 1396/10/28 منتشر شده
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