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What happens *inside* a neural network?
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Visuals to demonstrate how a neural network classifies a set of data. Thanks for watching!
Here's the course I referred to in the video. I am not affiliated with NYU.
Sinusoids as activation functions:
Special thanks to Alfredo Canziani and Nikhil Maserang for reviewing the video.
And also thanks to Grant Sanderson himself for giving me some manim tips!
I've been active on twitter, follow me here!
Join my discord server!
These animation in this video was made using 3blue1brown's library, manim:
Music is from GameChops (Route 113, Azalea Town, Ecruteak City
Follow me!
What does a Neural Network *actually* do? Visualizing Deep Learning, Chapter 2
0:00 Intro
0:18 Recap of Part 1
1:57 Introducing the dataset
2:52 Structure of the Neural Network we’ll be using
3:34 What is softmax?
5:52 Input space decision boundaries
6:24 Modifying the Neural Network to visualize what it’s doing
7:36 Out-of-domain boundaries
8:46 sin(x) as an activation function
9:30 Neuron planes
11:57 Softmax surfaces
13:20 MNIST Transformation
13:42 Outro
Here's the course I referred to in the video. I am not affiliated with NYU.
Sinusoids as activation functions:
Special thanks to Alfredo Canziani and Nikhil Maserang for reviewing the video.
And also thanks to Grant Sanderson himself for giving me some manim tips!
I've been active on twitter, follow me here!
Join my discord server!
These animation in this video was made using 3blue1brown's library, manim:
Music is from GameChops (Route 113, Azalea Town, Ecruteak City
Follow me!
What does a Neural Network *actually* do? Visualizing Deep Learning, Chapter 2
0:00 Intro
0:18 Recap of Part 1
1:57 Introducing the dataset
2:52 Structure of the Neural Network we’ll be using
3:34 What is softmax?
5:52 Input space decision boundaries
6:24 Modifying the Neural Network to visualize what it’s doing
7:36 Out-of-domain boundaries
8:46 sin(x) as an activation function
9:30 Neuron planes
11:57 Softmax surfaces
13:20 MNIST Transformation
13:42 Outro
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