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Updated: Jan 14, 2026

Modeling the Functional Network for Spatial Navigation in the Human Brain
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任务引导生成对抗网络用于合成和增强结构连接矩阵以实现基于连接的预测.

Tatsuya Yamamoto1, Tomoki Sugiura1, Tomoyuki Hiroyasu2

  • 1Graduate School of Life and Medical Sciences, Doshisha University, Kyoto, Japan.

Network neuroscience (Cambridge, Mass.)
|October 27, 2025
PubMed
概括

任务引导生成对抗网络 (GAN) II通过增强数据来增强大脑连接组预测,提高有限样本的准确性. 这种方法有助于在大型数据集不切实际的情况下进行人类连接经济学的研究.

关键词:
基于Connectome的预测数据增强数据增强生成性对抗性网络 (GANs) 是一种对抗性网络.生成型模型是一种生成型模型.结构性的连接性 结构性的连接性

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Neural circuits and neuronal pools are two of the main structures found in the nervous system. Neural circuits are networks of neurons that work together to carry out a specific task or process. They consist of interconnected neurons and glial cells, which provide structural and metabolic support.
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
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