Feng Xu

College of Engineering

Works (1)

Updated: June 23rd, 2023 21:59

2022 journal article

A generic neural network model to estimate populational neural activity for robust neural decoding

COMPUTERS IN BIOLOGY AND MEDICINE, 144.

By: R. Roy n, F. Xu n, D. Kamper n & X. Hu n

author keywords: Neural networks; Hand function; Neural decoding; Motor unit; Finger force
MeSH headings : Electromyography / methods; Fingers / physiology; Humans; Motor Neurons / physiology; Muscle, Skeletal; Neural Networks, Computer
TL;DR: A novel generic neural network model that can continuously predict finger forces based on decoded populational motoneuron firing activities is developed that provides a generic and efficient continuous neural decoding approach for real-time and robust human-robot interactions. (via Semantic Scholar)
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Source: Web Of Science
Added: June 27, 2022

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