Faithful representations and topographic maps: from distortion- to information-based self-organization

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Autor: Van Hulle, Marc M..
ISBN: 978-0-471-34507-7.
Editorial: JOHN WILEY & SONS, LTD.(2ª)
Características: 2000, 258 Págs., 2000, Inglés, Cartoné.
Precio orientativo: ,00 euros (IVA incluido).
Materia: Arquitectura / construccion.
Sub-materia: Topografia.

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Sinopsis de Faithful representations and topographic maps: from distortion- to information-based self-organization

Topographic map formation is an important component of both artificial and biological networks, and is emerging as a key topic in the theory of neural networks, a popular area of artificial intelligence research. This book discusses in detail, the science behind a computer's ability to self organize, an area which has important practical applications in data mining and pattern recognition. INDICE: Topographic maps in sensory cortices. Topographic map models and algorithms. Som data-modeling properties and statistical applications. Equiprobabilistic topographic maps. Kernel-based equiprobabilistic topographic maps. References. Index.