New Two Minute Papers
How Do Neural Networks See The World? Pt 2. Dec 4,2017

TensorFlow Tutorial #03-C Keras API
Hvass Labs has a new video using Keras Dec 4, 2017

Image Matting With Deep Neural Networks
There is a Two Minute Papers #209 Image Matting With Deep Neural Networks

Yann LeCun - Power & Limits of Deep Learning
Yann LeCun gives the talk 'Power & Limits of Deep Learning' at AI and the Future of Work at MIT.

A new Hvass Laboratories video tutorial
TensorFlow Tutorial #17 Estimator API is the name of Hvass Labs new video

What is backpropagation and what is it actually doing? | Deep learning, chapter 3
3Blue1Brown has a new video. This is the third part in his series on Neural Networks.

The main goal with the follow-on video is to show the connection between the visual walkthrough here, and the representation of these "nudges" in terms of partial derivatives that you will find when reading about backpropagation in other resources, like Michael Nielsen's book or Chis Olah's blog.
Backpropagation calculus | Appendix to deep learning chapter 3
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.

What is backpropagation and what is it actually doing? | Deep learning, chapter 3
3Blue1Brown has a new video. This is the third part in his series on Neural Networks.

The main goal with the follow-on video is to show the connection between the visual walkthrough here, and the representation of these "nudges" in terms of partial derivatives that you will find when reading about backpropagation in other resources, like Michael Nielsen's book or Chis Olah's blog.
Synthetic Gradients Explained
Siraj Raval has a new video on Synthetic Gradients. DeepMind released an optimization strategy that could become the most popular approach for training very deep neural networks, even more so than backpropagation.

Blockchain Consensus Algorithms and Artificial Intelligence
Siraj Raval has a new video on the BlockChain
Oct 17,2017
3Blue1Brown Gradient descent, how neural networks learn
This is the second part of a series by 3Blue1Brown.
Oct 16,2017
New Two Minute Papers
Deep Learning From Human Preferences | Two Minute Papers #196
Oct 11,2017
3Blue1Brown has a new video "But what *is* a Neural Network?"
This is part 1 of a series (at least two parts) on neural networks.
Oct 5,2017

Monday, 18-Dec-2017 02:53:22 UTC