This study aimed to develop a novel electromyography (EMG)-based neural-machine interface (NMI) that is user-generic for continuously predicting coordinated motion between metacarpophalangeal (MCP) and wrist flexion/extension. The NMI requires a minimum calibration procedure that only involves captu …

A neural-machine interface (NMI) that deciphers neural signals from amputees to identify the users’ intended movements is the center of the neural control system for artificial limbs. The NMI needs to be realized in an embedded computer so as to be carried by amputees.

Neuromuscular imagery (NMI) of the future significantly extends the possibilities of nerve and muscle disorders investigation. It emphasizes some technical limitations inherent to electroneuromyography (ENMG) at the beginning of the 21st century, but also shows some progress that could have already …

2018年5月18日 · This paper aimed to develop a novel electromyography (EMG)-based neural-machine interface (NMI) that is user-generic for continuously predicting coordinated motion between metacarpophalangeal (MCP) and wrist flexion/extension.

2014年1月1日 · ENG signals are at least an order of magnitude lower in amplitude and higher in frequency than EMG signals. To record ENG, many neural machine interfaces (NMI) have been developed. Some NMIs are selective recording devices, recording only from few neurons/axons while others are designed to record from many sources.

2022年9月29日 · Abstract: Objective: In this study, we aimed to develop a novel electromyography (EMG)-based neural machine interface (NMI), called the Neural Network-Musculoskeletal hybrid Model (N2M2), to decode continuous joint angles. Our approach combines the concepts of machine learning and musculoskeletal modeling.

Abstract: This paper aimed to develop a novel electromyography (EMG)-based neural-machine interface (NMI) that is user-generic for continuously predicting coordinated motion between metacarpophalangeal (MCP) and wrist flexion/extension. The NMI requires a minimum calibration procedure that only involves capturing maximal voluntary muscle ...

2011年9月6日 · A new EMG-based neural-machine interface (NMI) for artificial legs was developed and implemented on an embedded system for real time operation. The NMI represents a typical cyber-physical system that tightly integrated cyber and physical systems to achieve high accuracy, reliability, and real-time operation.

2021年5月1日 · In our research group, we proposed a multi-user NMI based on a generic MM for continuous control of wrist and hand movements and demonstrated its capability to predict continuous wrist and hand movements from surface EMG …

2018年7月25日 · This paper aimed to develop a novel electromyography (EMG)-based neural-machine interface (NMI) that is user-generic for continuously predicting coordinated motion between metacarpophalangeal (MCP) and wrist flexion/extension.