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| 神经元形态分类和命名的机制研究 | |
| 引用本文： | 江荣,刘强,刘权,刘深泉. 神经元形态分类和命名的机制研究[J]. 中国神经再生研究, 2011, 6(25): 1925-1930 |
| 作者姓名： | 江荣 刘强 刘权 刘深泉 |
| 作者单位： | 国防科学技术大学计算机学院,国防科学技术大学计算机学院,国防科学技术大学计算机学院,华南理工大学 理学院数学系 |
| 基金项目： | 国家自然科学基金项目（面上项目，重点项目，重大项目） |
| 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. |
| 关 键 词： | neuron geometry principal component analysis back-propagating neural networks morphological classification neural regeneration |
| 收稿时间： | 2011-04-06 |
A proposal for the morphological classification and nomenclature of neurons |
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| jiangrong,and. A proposal for the morphological classification and nomenclature of neurons[J]. Neural Regeneration Research, 2011, 6(25): 1925-1930 | |
| Authors: | jiangrong and |
| Affiliation: | School of Computer, National University of Defense Technology,,, |
| Abstract: | 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. |
| Keywords: | neuron geometry principal component analysis back-propagating neural networks morphological classification neural regeneration |
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