Page 1. OPTIMIZATION OF A COMPETITIVE LEARNING NEURAL NETWORK BY GENETIC ALGORITHMS Merelo, jj.I;... more Page 1. OPTIMIZATION OF A COMPETITIVE LEARNING NEURAL NETWORK BY GENETIC ALGORITHMS Merelo, jj.I; Patdn,M. ~; Caaas, AJ; Prieto,A.~; Mordn,F? 1 Dpto. de Electr6nica y Tecnologfa de Computadores. Facultad de Ciencias. Universidad de Granada. ...
ABSTRACT One of the main research topics within neuron-like networks is related to learning techn... more ABSTRACT One of the main research topics within neuron-like networks is related to learning techniques. Competitive learning has got an special interest among them, because a great network automation is achieved with it, ie, autonomously and without explicit indication of the correct output patterns, the network extracts general features that can be used in order to cluster a set of patterns. In this paper, after giving a brief overview about learning procedures, the most peculiar characteristics of competitive learning are pointed out, and the different ways of implementing neuron-like networks are quoted, describing as an implementation instance our present project of hardware construction of a neural chip to be included in a coprocessor board with competitive learning.
Page 1. OPTIMIZATION OF A COMPETITIVE LEARNING NEURAL NETWORK BY GENETIC ALGORITHMS Merelo, jj.I;... more Page 1. OPTIMIZATION OF A COMPETITIVE LEARNING NEURAL NETWORK BY GENETIC ALGORITHMS Merelo, jj.I; Patdn,M. ~; Caaas, AJ; Prieto,A.~; Mordn,F? 1 Dpto. de Electr6nica y Tecnologfa de Computadores. Facultad de Ciencias. Universidad de Granada. ...
ABSTRACT One of the main research topics within neuron-like networks is related to learning techn... more ABSTRACT One of the main research topics within neuron-like networks is related to learning techniques. Competitive learning has got an special interest among them, because a great network automation is achieved with it, ie, autonomously and without explicit indication of the correct output patterns, the network extracts general features that can be used in order to cluster a set of patterns. In this paper, after giving a brief overview about learning procedures, the most peculiar characteristics of competitive learning are pointed out, and the different ways of implementing neuron-like networks are quoted, describing as an implementation instance our present project of hardware construction of a neural chip to be included in a coprocessor board with competitive learning.
Trabajo de carácter coral, surgido a partir de la celebración de una Jornada de difusión científi... more Trabajo de carácter coral, surgido a partir de la celebración de una Jornada de difusión científico - técnica, que tuvo en la Universitat de València en mayo de 2005. El tema de la jornada, "formas de comunicación interpersonal y nuevos paradigmas mediáticos", sirvió para evaluar las principales novedades que en la época supuso la aparición incipiente en Internet de las primeras herramientas producto de la Web 2.0, en particular los weblogs, y dio pie posteriormente a profundizar y sistematizar lo observado en una publicación digital
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