# neural networks are powerful thanks to physics not math

neural networks » Oct 7, 2016… Deep learning neural networks may work so well because they are tapping into some… Spookily powerful artificial intelligence (AI) systems may work so well… The laws of physics only present this "very special class of… It turns out that the math employed by neural networks is simplified thanks to a few ... Livescience.com

Neural networks are powerful thanks to physics, not math » Sep 12, 2016… When you think about how a neural network can beat a Go champion or otherwise accomplish tasks that would be impractical for most ... Engadget.com

The Extraordinary Link Between Deep Neural Networks and the… » Sep 9, 2016… Now physicists say the secret is buried in the laws of physics.… have begun to fall to the onslaught of ever more powerful machines.… There is no mathematical reason why networks arranged in layers… Today that changes thanks to the work of Henry Lin at Harvard University and Max Tegmark at MIT. Technologyreview.com

Thoughts after taking the Deeplearning.ai courses – Towards Data… » Aug 13, 2017… Anyone interested in understanding what neural networks are, how they work, how… If your math is rusty, there is no need to worry — Andrew explains all the required… The best starting point is Andrew's original ML course on coursera.… my own learning plan, thanks to the democratization of knowledge. Towardsdatascience.com

Hacker's guide to Neural Networks » Thus, this tutorial will contain very little math (I don't believe it is necessary and it can… Since my background is in Computer Science and Physics, I will instead develop… In my opinion, the best way to think of Neural Networks is as real- valued……If we did not set this to 1, all gradients would be computed as zero due to the ... Karpathy.github.io

What is the relationship between physics and machine learning/AI… » Besides that, functional analysis, heavily used in physics, allowed mathematicians…. Neural networks are powerful thanks to physics, not math. Quora.com

Connections between Neural Networks and Pure Mathematics » Dec 12, 2018… Connections between Neural Networks and Pure Mathematics… the reasons why deep learning works so spectacularly well are not… that progress in physics using the “method of mathematical reason” would… why artificial neural networks are so powerful is intimately related to… Thanks a lot for reading! Freecodecamp.org

How video game tech makes neural networks possible | TechCrunch » Oct 27, 2017… Thanks to the creation of ever more powerful GPUs deep machine… Cambron holds B.S. degrees in physics and electrical engineering and… In the 17 years since, GPUs have become not merely a staple of… In the first (Neural Networks Made Easy) and second (Why the…. Weapons of math destruction. Techcrunch.com

Neural networks are powerful thanks to physics, not math… » Sep 12, 2016… When you think about how a neural network can beat a Go champion or otherwise accomplish tasks that would be impractical for most ... Follownews.com

Neural networks and deep learning » The program is just 74 lines long, and uses no special neural network libraries.… In fact, the best commercial neural networks are now so good that they are used…. Because of this, in the remainder of the book we won't use the threshold, we'll….. or mathematical significance - but it really means nothing more than "not an ... Neuralnetworksanddeeplearning.com