The principle and application of synergetic pattern recognition

Autor:	Wang Wei-zhi, Liu Binhan, Fang Xiuduan
Rok vydání:	2003
Předmět:	Superposition principle Artificial neural network Contextual image classification business.industry Computer science Genetic algorithm Pattern recognition (psychology) Unsupervised learning Pattern recognition Artificial intelligence business Intelligent control
Zdroj:	Proceedings of the 4th World Congress on Intelligent Control and Automation (Cat. No.02EX527).
DOI:	10.1109/wcica.2002.1020106
Popis:	The paper first expounds the principle of synergetic pattern recognition. Then it discusses the implementation techniques of the pathology image classification system based on the principle in detail. What's more, to resolve the problem that the synergetic neural network is weak in recognizing new test samples, it presents the information superposition self-learning algorithm based on a genetic algorithm. The experimental results prove the effectivity of the algorithm.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::2207f936eebc156ec84f212de58dc371 https://doi.org/10.1109/wcica.2002.1020106 Zobrazit plný text záznamu