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Curated by: vcubingx (27 videos)
A visual introduction to the structure of an artificial neural network. More to come! Support me on Patreon! https://patreon.com/vcubingx Source Code: https://github.com/vivek3141/dl-visualization Here's the course I referred to in the video. I am not affiliated with NYU. https://www.youtube.com/playlist?list=PLLHTzKZzVU9eaEyErdV26ikyolxOsz6mq Here's 3blue1brown's video on Linear Transformations: https://youtu.be/kYB8IZa5AuE Special thanks to Matt Henderson, David Ha, Oliver Ni and Sumedh Shenoy for reviewing the video. And also thanks to Grant Sanderson himself for giving me some manim tips! I've been quite active on twitter, follow me here! https://twitter.com/vcubingx Join the discord server! https://discord.gg/Kj8QUZU These videos were made using 3blue1brown's library, manim: https://github.com/3b1b/manim Follow me! Website: https://vcubingx.com Twitter: https://twitter.com/vcubingx Github: https://github.com/vivek3141 Instagram: https://instagram.com/vcubingx Patreon: https://patreon.com/vcubingx The Neural Network, A Visual Introduction | Visualizing Deep Learning, Chapter 1 0:00 Intro 1:55 One input Perceptron 3:30 Two input Perceptron 4:40 Three input Perceptron 5:17 Activation Functions 6:58 Neural Network 9:45 Visualizing 2-2-2 Network 10:59 Visualizing 2-3-2 Network 12:33 Classification 13:05 Outro