cnpkg: 3-D Convolutional Network Package for CNS

Titlecnpkg: 3-D Convolutional Network Package for CNS
Publication TypeCode
Year of Publication2012
AuthorsMutch, J, Turaga, S
Date Published04/2012
Abstract

A CNS package for creating 3-D convolutional networks and training them via the backpropagation algorithm.

(assumes CNS is already installed)
Citation Key2264
Full Text

cnpkg: 3-D Convolutional Network Package for CNS

Description

A CNS package for creating 3-D convolutional networks and training them via the backpropagation algorithm.

Installation

See the instructions for installing packages in the CNS manual. (CNS itself must be installed first.)

Once the package has been installed, make sure it's working by running the following demo script:

>> cnpkg_run

The CNS manual contains a troubleshooting section if you encounter problems.

Additional Documentation

Documentation for cnpkg currently consists of:

  • this page
  • the demo script mentioned above
  • comments in source files

Revision History

Rev# Date Changes
r14 2010-11-13 Updated to use #BLOCKSIZE.
r15 2010-11-13 No longer uses PHASE_NO macro.
r17 2011-01-28 Updated to use FIND_type_dim_... macros.
r19 2011-02-17 Cell types are now defined using classdef.
r22 2012-04-10 Tested under CUDA 4.1.
Download:  File cnpkg.tar

Research Area: 

CBMM Relationship: 

  • CBMM Related