Loading...

Sample: Accord.NET Deep Neural Networks

61,266 views

Loading...

Loading...

Rating is available when the video has been rented.
This feature is not available right now. Please try again later.
Published on Dec 26, 2012

Learning Deep Neural Networks using Restricted Boltzmann Machines in the Accord.NET Framework. Please turn the annotations on for a complete description of the video.

In the video, intermediate layers are trained using the unsupervised Convergence-Divergence learning algorithm. The final layer is learned through Resilient Backpropagation. After the network has been trained, a final standard backpropagation is performed to fine-tune all weights in the network.

The networks are created to extract features classify handwritten digits of the Optdigits dataset from the UCI's Machine Learning Reposity.

Accord.NET project page
http://accord-framework.net

Project forums and discussion groups are at
http://groups.google.com/group/accord...

  • Category

  • Song

    • Childs Garden Part 2- Emma Rain
  • Artist

    • Dax Johnson
  • Album

    • The Random and the Purpose
  • Licensed to YouTube by

    • rumblefish (on behalf of daxjohnsonchildrensfund), and 5 Music Rights Societies

Loading...

Advertisement

to add this to Watch Later

Add to

Loading playlists...