IEEE transactions on bio-medical engineering
Deep Transfer Learning in Intra-subject and Inter-subjects for Intracortical Brain Machine Interface Decoding.
Zhongzheng Fu, Peng Zhang, Xinrun He, Haoyuan Wang, Yifei Guo, Xingjian Chen, Jian Huang
Published: 202510.1109/TBME.2025.3640764
Abstract
OBJECTIVE: This study proposes an Improved Deep Transfer Network (IDTN) to enhance decoding accuracy, calibration efficiency, and adaptability of intracortical brain machine interface (iBMI) systems while reducing the reliance on new labeled samples.…
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