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Updated: Jan 17, 2026

Large-scale Reconstructions and Independent, Unbiased Clustering Based on Morphological Metrics to Classify Neurons in Selective Populations
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PE-RBNAS:一个强大的神经架构搜索,用于大脑网络分类的渐进增强策略

Xingyu Wang1, Junzhong Ji1, Gan Liu1

  • 1Beijing University of Technology, No. 100, Pingle Yuan, Chaoyang District, Beijing, 100124, China.

Medical image analysis
|September 24, 2025
PubMed
概括

本研究引入了一种强大的神经架构搜索 (NAS) 方法,使用渐进增强的策略来改进功能大脑网络 (FBN) 分类,特别是在杂的数据中. 新方法提高了稳定性,并实现了最先进的性能.

关键词:
大脑网络分类大脑网络分类神经架构搜索神经架构搜索粒子小群优化优化 粒子小群优化逐步增强的战略 逐步增强的战略

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