Deciphering natural language from brain activity remains challenging. A novel approach using 3D CNN with an information bottleneck was proposed. The decoder reconstructs continuous language character-by-character, capturing semantic meaning accurately. Results show superior performance in cross-subject contexts. Identified cortical regions, like the middle frontal gyrus, play crucial roles in semantic processing.
To Another Language
from source content
arxiv.org
Thông tin chi tiết chính được chắt lọc từ
by Cenyuan Zhan... lúc arxiv.org 03-19-2024
https://arxiv.org/pdf/2403.11183.pdfYêu cầu sâu hơn