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Open access Oct 2026

Biophysically constrained learning from healthy neural priors improves motor decoding in pathological cortical networks

This study proposes to leverage healthy neural priors and introduce Pathology-Aware Consensus Training (PACT), a paradigm embedding biophysical constraints into healthy neural recordings to guide neural decoding, laying the theoretical foundation for future BCI deployments in clinical populations.

Yi-Han Wu, Tao Chang, Si-Liang Chen et al. · 0 citations
Sep 2026

Toward Intraoperative Glioma Localization: Exploring the Relationship Between Tumor Invasion Depth and Electrocorticography Signals.

This study suggests that tumor infiltration is associated with suppression of cortical electrical activity and provides preliminary evidence of a relationship between ECoG signals and glioma invasion depth and indicates a potential exploratory framework for assessing tumor infiltration intraoperatively.

Wen-Yu Zhao, Tao Chang, Yi-Han Wu et al. · 1 citation

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