CortexBridge: EEG Montages 的皮层对齐用于基础模型
CortexBridge 是一种轻量级适配器，它将 EEG 蒙太奇对齐到一个共享的皮层潜在空间，从而提高不同电极布局下的 BCI 性能。
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影响到谁
- 1CortexBridge
- 使用 →事实
- 依赖 →事实
- 使用 →事实
- 使用 →事实
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证据
- AarXiv cs.AI一手来源2026-10-02 12:00
We propose CortexBridge, a lightweight adapter that combines EEG features with electrode and atlas coordinates to map arbitrary montages into a shared cortical latent space.
- AarXiv cs.AI一手来源2026-10-02 12:00
Evaluated with three frozen foundation models on five brain-computer interface (BCI) datasets from the Mother of All BCI Benchmarks (MOABB), CortexBridge improves performance in 13 of 15 evaluations.
- AarXiv cs.AI一手来源2026-10-02 12:00
Abstract: Electroencephalography (EEG) foundation models are often pretrained with a fixed channel vocabulary or a limited set of montages, making transfer difficult when electrode layouts change. We propose CortexBridge, a lightweight adapter that combines EEG features with electrode and atlas coordinates to map arbitrary montages into a shared cortical latent space. Evaluated with three frozen…