Free Ebook Kohonen Maps
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Book Details :
Published on: 2012-01-20
Released on: 1999-06-01
Original language: English
The Self-Organizing Map, or Kohonen Map, is one of the most widely used neural network algorithms, with thousands of applications covered in the literature. It was one of the strong underlying factors in the popularity of neural networks starting in the early 80's. Currently this method has been included in a large number of commercial and public domain software packages. In this book, top experts on the SOM method take a look at the state of the art and the future of this computing paradigm. The 30 chapters of this book cover the current status of SOM theory, such as connections of SOM to clustering, classification, probabilistic models, and energy functions. Many applications of the SOM are given, with data mining and exploratory data analysis the central topic, applied to large databases of financial data, medical data, free-form text documents, digital images, speech, and process measurements. Biological models related to the SOM are also discussed. Self-Organizing Maps I. Introduction Self-organizing maps (SOMs) are a data visualization technique invented by Professor Teuvo Kohonen which reduce the dimensions of data through the use ... Self-organizing map - Wikipedia The artificial neural network introduced by the Finnish professor Teuvo Kohonen in the 1980s is sometimes called a Kohonen map ... The self-organizing map describes a ... Kohonen Maps - 1st Edition The Self-Organizing Map or Kohonen Map is one of the most widely used neural network algorithms with thousands of applications covered in the literature. Kohonen network - Scholarpedia The Self-Organizing Map (SOM) commonly also known as Kohonen network (Kohonen 1982 Kohonen 2001) is a computational method for the visualization and analysis of ... Self-Organizing Feature Maps (Kohonen maps) - CodeProject The article describes Self-Organizing Feature Maps. Theory and code realization are provided.; Author: Bashir Magomedov; Updated: 7 Nov 2006; Section: Algorithms ... Self Organizing Maps: Fundamentals Self Organizing Maps: Fundamentals Introduction to Neural Networks : Lecture 16 ... We shall concentrate on the particular kind of SOM known as a Kohonen Network. T. Kohonen. Self organizing maps - Buy Self-Organizing Maps on FREE SHIPPING on qualified orders Kohonen maps (eBook 1999) [WorldCat.org] The Self-Organizing Map or Kohonen Map is one of the most widely used neural network algorithms with thousands of applications covered in the literature. Kohonen's Self Organizing Feature Maps - ai-junkie.com Kohonen's Self Organizing Feature Maps ... Kohonen Self Organising Feature Maps or SOMs as I shall be referring to them from now on are fascinating beasts. Package kohonen - R 2 bdk bdk Supervised version of Kohonens self-organising maps Description Supervised version of self-organising maps for mapping high-dimensional spectra or ...
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