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Updated: Feb 12, 2026

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Simultaneous EEG Monitoring During Transcranial Direct Current Stimulation
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EEG基盤モデル:現状の進歩と将来の方向性に関する批判的レビュー
Gayal Kuruppu1, Neeraj Wagh2, Vaclav Kremen3
1Department of Computer Science & Engineering, University of Minnesota Twin Cities, 200, Union St SE, Minneapolis, 55455, United States.
Journal of neural engineering
|February 10, 2026
まとめ
初期のEEG基盤モデル(EEG-FM)は脳活動の分析に有望ですが、標準化された評価が必要です。将来の開発は、堅牢なベンチマークと専門家との協力に焦点を当てるべきです。
背景:
- 脳波(EEG)パターンの分析は、研究および臨床用途にとって重要です。
- 教師ありEEGモデルは、堅牢な特徴抽出に苦労し、高価なアノテーションが必要です。
- 自己教師ありEEG基盤モデル(EEG-FM)は、EEG特徴抽出のスケーラブルな代替手段を提供します。
結論:
- EEG-FMには、ベンチマーク、ソフトウェア、および方法論の開発が必要です。
- 分野の専門家との協力は、翻訳的有用性の向上に不可欠です。
- 標準化されたアプローチは、EEG-FMの実世界での採用を強化します。
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