Via Ivan Pierre
Originally shared by Manfred Berndtgen
My first attempt at deep dreaming using Google Research’s inceptionism tool. Default image, default parameters. Sequence of 100 jpegs. #deepdream
Via Ivan Pierre
Originally shared by Manfred Berndtgen
My first attempt at deep dreaming using Google Research’s inceptionism tool. Default image, default parameters. Sequence of 100 jpegs. #deepdream

Originally shared by Mike Crews
Originally shared by Michael Nielsen
On the consequences of making books freely available online
Earlier today I posted the final beta chapter of my book about neural networks at http://neuralnetworksanddeeplearning.com.
The book is online and freely available.
One pleasing consequence of this availability is that many people get to see the book – the book will pass 400,000 readers later today or tomorrow, according to Google Analytics. Of course, that number is not a true representation of impact, since many of those people no doubt glanced briefly at the book, and decided to move on to other things.
But there is a closely related number that gives me particular pleasure: according to Google Analytics the book has been downloaded in 208 countries. That list includes places such as Djibouti, Comoros, Burkina Faso, and many others.
As in other countries, no doubt some of the readers in those countries only looked briefly at the book. But I’m truly delighted that putting the book freely online gives people all over the world the opportunity to look at the book, and decide if it might be useful to them.
If I’d gone the conventional publishing route, my book would just now be entering production, and would have been seen by perhaps a few dozen people, probably in 2 or 3 countries. Online availability really makes a big difference!

Emlyn O’Regan
Originally shared by Glenn Reilly

Via Sylvain Aimoz
Originally shared by Paul Dixon
Happy #Caturday!
Originally shared by Shannon Roy
The Stuff That Keeps Me Ever So Slightly Optimistic
Yay Australia! Yay science! Yay space!

Originally shared by Karl Smith
The future is a scary place.
This is a terrible thing. Especially given Apple’s complete monopoly on iOS. There was a time when Mobile Safari was the most advanced and most standards compliant browser on the mobile platform.
Originally shared by Stephen Shankland
One Web developer’s opinion: Apple’s Safari team is slipping behind with slow updates and lack of support for new standards, and the company’s reputation suffers because it doesn’t send representatives out to Web developer events.
Via Ed S
Originally shared by Google AI
Generate your own Neural Network inspired images with DeepDream
Two weeks ago we blogged about a visualization tool designed to help us understand how neural networks work and what each layer has learned (http://goo.gl/pUfbyH). In addition to gaining some insight on how these networks carry out classification tasks, we found that this process also generated some beautiful art.
Now you can make your own images using an open source IPython notebook, which allows you to choose which layers in the network to enhance, how many iterations to apply and how far to zoom in. Alternatively, different pre-trained networks can be plugged in.
It’ll be interesting to see what imagery people are able to generate. If you post images to Google+, Facebook, or Twitter, be sure to tag them with #deepdream so other researchers can check them out too.