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Blood cell''''s classification based on single-output artificial neural network
基于单输出型神经网络的血细胞分类研究

Keywords: pattern recognition,artificial neural network,classifier
模式识别
,神经网络,分类器,输出型,神经网络,血细胞,分类研究,cell,Blood,artificial,neural,network,based,效果,应用,识别精度,收敛速度,网络分类器,分类识别,自动,设计,计算,特征参数,利用

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Abstract:

The blood cell's characteristic parameters that have been obtained previously were processed with both BP Neural Network and Single-output Neural Network in order to classify the blood cells automatically. Compared with the BP Neural Network, the Single-output Neural Network is affirmed with more effective result due to a few advantages such as simpler design, faster convergence speed, higher accuracy of recognition and better robustness.

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