冯乃诗｜沈阳大学｜学者主页

2026

CLANet: A Hybrid Encoder for EEG Emotion Recognition via Spatiotemporal-Spectral Feature Fusion

Hui-Wen Chen, Hongyu Liu, Naishi Feng

Advances in Computer and Materials Scienc Research

DOI

2026

Interpretable Graph Neural Network for identifying neural subgraphs associated with VR motion sickness training: An electroencephalography study

Naishi Feng, Jichi Chen, Hong-Wei Zhao, C. Hua

Engineering applications of artificial intelligence

DOI

2026

A Built-in Causal Model for VR Motion Sickness based on GCN

Naishi Feng, Qianqian Zhang, Jichi Chen, C. Hua

Expert systems with applications

DOI

2025

A comprehensive exploration of motion sickness process analysis from EEG signal and virtual reality

Naishi Feng, Bin Zhou, Qianqian Zhang, Cheng-Cheng Hua, Yue Yuan

Comput. Methods Programs Biomed.

DOI

2025

Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model

Yanzheng Lu, Hong Wang, Jianye Niu, Zhi-Guo Lu, Chong Liu, Naishi Feng

Biomedical Signal Processing and Control

DOI

2025

Exploring Virtual Reality Motion Sickness through EEG with an Attention-Based Explainable Graph Neural Network

Naishi Feng, Zi-Qi Zhao, Chenchen Hua, Hongwei Zhao

International Conference on Informatics and Analytics

DOI

2023

上肢精细部位的运动想象与运动意图脑电解码方法研究

冯乃诗

《东北大学》

2023

sEMG signal-based lower limb movements recognition using tunable Q-factor wavelet transform and Kraskov entropy

Chunfeng Wei, Hong Wang, Bin Zhou, Naishi Feng, Fo Hu, Yanzheng Lu, Da-Qi Jiang, Zhen Wang

IRBM

DOI

2023

Synthesis of sEMG Signals for Hand Gestures Using a 1DDCGAN

M. Gouda, Wang Hong, Da-Qi Jiang, Naishi Feng, Bin Zhou, Ziyang Li

Bioengineering

DOI

2022

Non-invasive dual attention TCN for electromyography and motion data fusion in lower limb ambulation prediction

Bin Zhou, Naishi Feng, Hong Wang, Yanzheng Lu, Chunfeng Wei, Da-Qi Jiang, Ziyang Li

Journal of Neural Engineering

DOI

2022

Online interaction method of mobile robot based on single-channel EEG signal and end-to-end CNN with residual block model

Yanzheng Lu, Hong Wang, Naishi Feng, Da-Qi Jiang, Chunfeng Wei

Advanced Engineering Informatics

DOI

2022

Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition

Chunfeng Wei, Hong Wang, Fo Hu, Bin Zhou, Naishi Feng, Yanzheng Lu, Hao Tang, Xiaocong Jia

Biomedical Signal Processing and Control

DOI

2022

Recognition of lower limb movements using empirical mode decomposition and k-nearest neighbor entropy estimator with surface electromyogram signals

Chunfeng Wei, Hong Wang, Yanzheng Lu, Fo Hu, Naishi Feng, Bin Zhou, Da-Qi Jiang, Zhen Wang

Biomedical Signal Processing and Control

DOI

2021

Hybrid Graph Convolutional Networks for Skeleton-Based and EEG-Based Jumping Action Recognition

Naishi Feng, Fo Hu, Hong Wang, Ziqi Zhao

IEEE/RJS International Conference on Intelligent RObots and Systems

DOI

2021

A novel fusion strategy for locomotion activity recognition based on multimodal signals

Fo Hu, Hong Wang, Naishi Feng, Bin Zhou, Chunfeng Wei, Yanzheng Lu, Yangyang Qi, Xiaocong Jia, Hao Tang, M. Gouda

Biomedical Signal Processing and Control

DOI

2021

Self-Adaption Soft Sensor Array Design for sEMG Control

Naishi Feng, Yuqi Xin, Jia-Le Gong, Hong Wang, Fo Hu

IEEE Sensors Journal

DOI

2021

Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity

Naishi Feng, Fo Hu, Hong Wang, Bin Zhou

International Journal of Neural Systems

DOI

2020

Accurate recognition of lower limb ambulation mode based on surface electromyography and motion data using machine learning

Bin Zhou, Hong Wang, Fo Hu, Naishi Feng, Hailong Xi, Zhihan Zhang, Hao Tang

Comput. Methods Programs Biomed.

DOI

2019

A fiber-reinforced human-like soft robotic manipulator based on sEMG force estimation

Naishi Feng, Hong Wang, Fo Hu, M. Gouda, Jia-Le Gong, Feng Wang

Engineering applications of artificial intelligence

DOI

2018

A soft robotic hand: design, analysis, sEMG control, and experiment

Naishi Feng, Qiurong Shi, Hong Wang, Jia-Le Gong, Chong Liu, Zhiguo Lu

The International Journal of Advanced Manufacturing Technology

DOI

2018

Humanoid Soft Hand Design Based on sEMG Control

Naishi Feng, Hong Wang, Fo Hu, Jia-Le Gong

International Conference on Information Technology in Medicine and Education

DOI

冯乃诗

精选作品

期刊论文

CLANet: A Hybrid Encoder for EEG Emotion Recognition via Spatiotemporal-Spectral Feature Fusion

Interpretable Graph Neural Network for identifying neural subgraphs associated with VR motion sickness training: An electroencephalography study

A Built-in Causal Model for VR Motion Sickness based on GCN

A comprehensive exploration of motion sickness process analysis from EEG signal and virtual reality

Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model

Exploring Virtual Reality Motion Sickness through EEG with an Attention-Based Explainable Graph Neural Network

上肢精细部位的运动想象与运动意图脑电解码方法研究

sEMG signal-based lower limb movements recognition using tunable Q-factor wavelet transform and Kraskov entropy

Synthesis of sEMG Signals for Hand Gestures Using a 1DDCGAN

Non-invasive dual attention TCN for electromyography and motion data fusion in lower limb ambulation prediction

Online interaction method of mobile robot based on single-channel EEG signal and end-to-end CNN with residual block model

Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition

Recognition of lower limb movements using empirical mode decomposition and k-nearest neighbor entropy estimator with surface electromyogram signals

Hybrid Graph Convolutional Networks for Skeleton-Based and EEG-Based Jumping Action Recognition

A novel fusion strategy for locomotion activity recognition based on multimodal signals

Self-Adaption Soft Sensor Array Design for sEMG Control

Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity

Accurate recognition of lower limb ambulation mode based on surface electromyography and motion data using machine learning

A fiber-reinforced human-like soft robotic manipulator based on sEMG force estimation

A soft robotic hand: design, analysis, sEMG control, and experiment

Humanoid Soft Hand Design Based on sEMG Control

研究方向