National Technical Reports Library - NTRL

National Technical Reports Library

The National Technical Information Service acquires, indexes, abstracts, and archives the largest collection of U.S. government-sponsored technical reports in existence. The NTRL offers online, free and open access to these authenticated government technical reports. Technical reports and documents in its repository may be available online for free either from the issuing federal agency, the U.S. Government Publishing Office’s Federal Digital System website, or through search engines.




Details
Actions:

SOM PAK: The Self-Organizing Map Program Package.


PB96173927

Publication Date 1996
Personal Author Kohonen, T.; Hynninen, J.; Kangas, J.; Laaksonen, J.
Page Count 29
Abstract The Self-Ogranizing Map (SOM) represents the result of a vector quantization algorithm that places a number of reference or codebook vectors into a high-dimensional input data space to approximate to its data sets in an ordered fashion. The SOM-PAK program package contains all programs necessary for the correct application of the Self-Organizing Map algorithm in the visualization of complex experimental data. This report contains the last documentation prepared for bibliographical purposes.
Keywords
  • Neural nets
  • Vector quantization
  • Self organizing systems
  • Vector processing(Computers)
  • Data sets
  • Parallel processing
  • Data processing
  • Applications programs(Computers)
  • Scientific visualization
  • Artificial intelligence
  • User manuals(Computer programs)
  • Foreign technology
  • Self organizing maps
  • SOM PAK computer program
Source Agency
  • Helsinki University of Technology
NTIS Subject Category
  • 62 - Computers, Control & Information Theory
Corporate Authors Helsinki Univ. of Technology, Espoo (Finland). Lab. of Computer and Information Science.
Supplemental Notes Also pub. as Helsinki Univ. of Technology, Espoo (Finland). Lab. of Computer and Information Science rept. no. A-31.
Document Type Technical Report
NTIS Issue Number 199614
SOM PAK: The Self-Organizing Map Program Package.
SOM PAK: The Self-Organizing Map Program Package.
PB96173927

  • Neural nets
  • Vector quantization
  • Self organizing systems
  • Vector processing(Computers)
  • Data sets
  • Parallel processing
  • Data processing
  • Applications programs(Computers)
  • Scientific visualization
  • Artificial intelligence
  • User manuals(Computer programs)
  • Foreign technology
  • Self organizing maps
  • SOM PAK computer program
  • Helsinki University of Technology
  • 62 - Computers, Control & Information Theory
Loading