What happens *inside* a neural network?
Visuals to demonstrate how a neural network classifies a set of data. Thanks for watching! Support me on Patreon! / vcubingx Source Code: https://github.com/vivek3141/dl-visua... Here's the course I referred to in the video. I am not affiliated with NYU. • NYU Deep Learning SP20 Sinusoids as activation functions: https://openreview.net/forum?id=Sks3z... https://vsitzmann.github.io/siren/ Here's the distill.pub article: https://distill.pub/2020/grand-tour/ 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! / vcubingx Join my discord server! / discord These animation in this video was made using 3blue1brown's library, manim: https://github.com/3b1b/manim Music is from GameChops (Route 113, Azalea Town, Ecruteak City Follow me! Website: https://vcubingx.com Twitter: / vcubingx Github: https://github.com/vivek3141 Instagram: / vcubingx Patreon: / vcubingx 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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