Chinese-Specific Speech Imagery Coding Using High-Density ECoG

The goal of this study is to investigate whether high-density electrocorticography (ECoG) signals recorded from the surface of the brain can be used to decode neural representations of Mandarin Chinese speech features, including lexical tone, without requiring overt speech movements. The study focuses on the development and evaluation of decoding algorithms based on neural activity recorded during clinically indicated neurosurgical procedures. The main questions it aims to answer are: Can high-density ECoG signals be decoded to reconstruct neural representations of Mandarin Chinese speech features, particularly lexical tone? Can neural activity recorded during silent auditory speech imagery be decoded to reconstruct tone-specific speech representations without actual articulation? The study includes two groups of adult patients with neurological conditions who require cortical electrode placement as part of clinically indicated care: A intraoperative high-density ECoG temporary coverage group, enrolling approximately 50 patients with functional-area glioma or drug-resistant epilepsy who undergo awake neurosurgery with temporary high-density ECoG coverage for clinical functional mapping. A permanent high-density ECoG implantation group, enrolling approximately 10 patients with severe speech or language impairment caused by neurological conditions such as stroke, brain tumors, amyotrophic lateral sclerosis (ALS), or locked-in syndrome, who receive permanent high-density c…

This description comes directly from the study's public registry record.

Feng Yan, MD, PhD  ·  +86 19032580606  ·  yan.feng7@163.com

Zehao Zhao, Md, PhD  ·  +86 17816872380  ·  zhaozehaox@163.com

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