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Updated: Feb 10, 2026

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Modeling the Functional Network for Spatial Navigation in the Human Brain
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階層的脳ネットワークをモデル化するための弱教師あり学習による創発言語記号オートエンコーダー(ELSA)
Ammar Ahmed Pallikonda Latheef1, Alberto Santamaria-Pang2, Craig K Jones3
1Department of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA; Radiology AI Lab, Johns Hopkins University, Baltimore, MD, 21218, USA.
Computers in biology and medicine
|February 8, 2026
まとめ
本研究では、脳ネットワーク分析のための新しい深層学習モデルである創発言語記号オートエンコーダー(ELSA)を紹介します。ELSAは機能的MRIデータから解釈可能な記号文を生成し、階層的な脳の組織構造を明らかにします。
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