DNN-Based FES Control for Gait Rehabilitation of Hemiplegic Patients

نویسندگان

چکیده

In this study, we proposed a novel machine-learning-based functional electrical stimulation (FES) control algorithm to enhance gait rehabilitation in post-stroke hemiplegic patients. The of the muscles on paretic side was controlled via deep neural networks, which were trained using muscle activity data from healthy people during gait. performance developed system comparison with that conventional FES method tested human subjects.

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ژورنال

عنوان ژورنال: Applied sciences

سال: 2021

ISSN: ['2076-3417']

DOI: https://doi.org/10.3390/app11073163