Cross-task, explainable, and real-time decoding of human emotion states by integrating grey and white matter intracranial neural activity
Yuxiao Yang, Wenjun Chen, Yuyang Chen, Ling Ding, Chi Zhang, Hongjie Jiang, Zhoule Zhu, Xinxia Guo, Shuang Wang, Gang Pan, Ning Wei, Shaohua Hu, Junming Zhu, Yueming Wang
This paper develops a hybrid deep learning model to decode human emotion states from intracranial neural activity, achieving high performance and real-time implementation.
bioRxiv · Nov 12, 2025 · PreprintNeuroscience