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.
Til et andet sprog
fra kildeindhold
arxiv.org
Vigtigste indsigter udtrukket fra
by Cenyuan Zhan... kl. arxiv.org 03-19-2024
https://arxiv.org/pdf/2403.11183.pdfDybere Forespørgsler