Developing Neural Networks
Written by Mike James   
Friday, 05 July 2013

If you have always wanted to know what neural networks are all about then you only need to spend some time watching this video.

The video is titled Developing Neural Networks using Visual Studio, but Visual Studio seems to be in the title because it was given by a Microsoft Research person at Build 2013. 

You need to be warned that the video is 1 hour and 20 minutes   long- yes that long! (There are 20 minutes of questions and answers at the end.)

It also has some idiosyncratic views, and if you are an expert don't expect to agree with everything that is said. There are also some big omissions, such as the idea of an autoencoder, Boltzmann network pretraining, and so on - but this is supposed to be an introduction. There are also a few examples of real software learning; real, well demonstration, data; and discussion of the commercial possibilities. 

You can also download the code used in the talk and for this having a copy of Visual Studio is a good idea.

If you don't know about neural networks it's worth the time viewing: 

Higher resolution video: Developing Neural Networks Using Visual Studio

Big, or deep, neural networks is the current hot topic in AI and it is a big jump from the sorts of networks that are described in this talk to the billion neuronal connection networks used to do the amazing things like image recognition, speech recognition and translation. 

  
cheapnetwork1

More Information

Code Used In Demo

Related Articles

A Billion Neuronal Connections On The Cheap       

Deep Learning Powers BING Voice Input

Google Explains How AI Photo Search Works

Near Instant Speech Translation In Your Own Voice

Google's Deep Learning - Speech Recognition

The Triumph Of Deep Learning      

A Neural Network Learns What A Face Is

 

 

To be informed about new articles on I Programmer, install the I Programmer Toolbar, subscribe to the RSS feed, follow us on, Twitter, FacebookGoogle+ or Linkedin,  or sign up for our weekly newsletter.

 

blog comments powered by Disqus

 

Banner


The Canvas Fingerprint - How?
29/07/2014

There is currently a lot of fuss going on about an additional method of fingerprinting browsers to track users as they move from one website to another. The technology is very simple but the real ques [ ... ]



Facebook Cup 2015 Scheduled For January
15/08/2014

The dates have been announced for the 2015 Facebook Hacker Cup contest  and registration is now open. All the online rounds will take place in January 2015.


More News

 

 

 

Last Updated ( Friday, 05 July 2013 )
 
 

   
RSS feed of news items only
I Programmer News
Copyright © 2014 i-programmer.info. All Rights Reserved.
Joomla! is Free Software released under the GNU/GPL License.