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A proposal for the morphological classification and nomenclature of neurons 被引量:3

A proposal for the morphological classification and nomenclature of neurons
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摘要 The morphological and functional characteristics of neurons are quite varied and complex. There is a need for a comprehensive approach for distinguishing and classifying neurons. Similar to the biological species classification system, this study proposes a morphological classification system for neurons based on principal component analysis. Based on four principal components of neuronal morphology derived from principal component analysis, a nomenclature system for neurons was obtained. This system can accurately distinguish between the same type of neuron from different species. The morphological and functional characteristics of neurons are quite varied and complex. There is a need for a comprehensive approach for distinguishing and classifying neurons. Similar to the biological species classification system, this study proposes a morphological classification system for neurons based on principal component analysis. Based on four principal components of neuronal morphology derived from principal component analysis, a nomenclature system for neurons was obtained. This system can accurately distinguish between the same type of neuron from different species.
出处 《Neural Regeneration Research》 SCIE CAS CSCD 2011年第25期1925-1930,共6页 中国神经再生研究(英文版)
基金 the National Natural Science Foundation of China, No. 10872069
关键词 NEURON geometry principal component analysis back-propagating neural networks morphological classification neural regeneration neuron geometry principal component analysis back-propagating neural networks morphological classification neural regeneration
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