# Deep Neural Network Approach in EMG-Based Force Estimation for Human–Robot Interaction

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deep-neural-network-approach-in-emg-based-force-estimation-for-human-robot/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Hang Su,Wen Qi,Zhijun Li,Ziyang Chen,Giancarlo Ferrigno,Elena De Momi |
| Citations | 103 |
| DOI | 10.1109/tai.2021.3066565 |
| Fields | Engineering,Neuroscience |
| Open Access | true |
| OA Status | green |
| OA URL | http://hdl.handle.net/11311/1166006 |
| OpenAlex ID | https://openalex.org/W3136016134 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Ziyang Chen](https://scholariq.org/researchers/ziyang-chen/)

## Paper primary topic

- [Muscle activation and electromyography studies](https://scholariq.org/topics/muscle-activation-and-electromyography-studies/)

## Paper topics

- [Muscle activation and electromyography studies](https://scholariq.org/topics/muscle-activation-and-electromyography-studies/)
- [EEG and Brain-Computer Interfaces](https://scholariq.org/topics/eeg-and-brain-computer-interfaces/)
- [Robot Manipulation and Learning](https://scholariq.org/topics/robot-manipulation-and-learning/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.