10.5: Neural Networks: Multilayer Perceptron Part 2 - The Nature of Code
156.5 هزار بار بازدید -
7 سال پیش
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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
🚂 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...
#neuralnetworks #multilayerperceptron #linearalgebra #javascript
🎥 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
🚂 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...
#neuralnetworks #multilayerperceptron #linearalgebra #javascript
7 سال پیش
در تاریخ 1396/04/09 منتشر شده
است.
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