Loading formats...
Backpropagation calculus | Deep learning, chapter 4
3
3Blue1Brown
21 views • May 16, 2020
Description
Brought to you by you: http://3b1b.co/nn3-thanks
This one is a bit more symbol heavy, and that's actually the point. The goal here is to represent in somewhat more formal terms the intuition for how backpropagation works in part 3 of the series, hopefully providing some connection between that video and other texts/code that you come across later.
For more on backpropagation:
http://neuralnetworksanddeeplearning.com/chap2.html
https://github.com/mnielsen/neural-networks-and-deep-learning
http://colah.github.io/posts/2015-08-Backprop/
Music by Vincent Rubinetti:
https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown
------------------
3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe, and click the bell to receive notifications (if you're into that): http://3b1b.co/subscribe
If you are new to this channel and want to see more, a good place to start is this playlist: http://3b1b.co/recommended
Various social media stuffs:
Website: https://www.3blue1brown.com
Twitter: https://twitter.com/3Blue1Brown
Patreon: https://patreon.com/3blue1brown
Facebook: https://www.facebook.com/3blue1brown
Reddit: https://www.reddit.com/r/3Blue1Brown
This one is a bit more symbol heavy, and that's actually the point. The goal here is to represent in somewhat more formal terms the intuition for how backpropagation works in part 3 of the series, hopefully providing some connection between that video and other texts/code that you come across later.
For more on backpropagation:
http://neuralnetworksanddeeplearning.com/chap2.html
https://github.com/mnielsen/neural-networks-and-deep-learning
http://colah.github.io/posts/2015-08-Backprop/
Music by Vincent Rubinetti:
https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown
------------------
3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe, and click the bell to receive notifications (if you're into that): http://3b1b.co/subscribe
If you are new to this channel and want to see more, a good place to start is this playlist: http://3b1b.co/recommended
Various social media stuffs:
Website: https://www.3blue1brown.com
Twitter: https://twitter.com/3Blue1Brown
Patreon: https://patreon.com/3blue1brown
Facebook: https://www.facebook.com/3blue1brown
Reddit: https://www.reddit.com/r/3Blue1Brown
Discover more
Keywords & tags
More from this user
16:02
This problem seems hard, then it doesn't, but it really is
3Blue1Brown
22:30
Why do prime numbers make these spirals?
3Blue1Brown
01:49
A Curious Pattern Indeed
3Blue1Brown
03:57
Snell's law proof using springs
3Blue1Brown
01:23
Tips to be a better problem solver [Last lecture] | Lockdown math ep. 10
3Blue1Brown
06:57
Tattoos on Math
3Blue1Brown
Related videos
21:01
Gradient descent, how neural networks learn | Deep learning, chapter 2
3Blue1Brown
01:26
Deeper Than Blue donate 30 laptops to two Sheffield schools to help children with remote learning
The Star, Sheffield
13:54
What is backpropagation really doing? | Deep learning, chapter 3
3Blue1Brown
00:33
Deep Blue Group on Three Tax Scams to Beware of This September
xyvierrerenzguaicel
03:48
Introduction to Deep Learning Machine Learning vs Deep Learning
Artificial Intelligence
12:28
Deep Learning Fundamentals Explained Neural Networks, Machine Learning vs. Deep Learning, & Real-World Applications
Ikram ullah