研究论文
SGRN: SEMG-based gesture recognition network with multi-dimensional feature extraction and multi-branch information fusion
Zhenhua Gan, Yuankun Bai, Peishu Wu, Baoping Xiong, Nianyin Zeng, Fumin Zou, J. Li, Feng Guo 等 9 位
Fujian University of Technology Xiamen University
来源Expert Systems with Applications
年份2024
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逐年被引趋势
1790
24
1725
26
关键指标
32
被引次数 · OpenAlex
3.50
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 6%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
67
参考文献
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学术脉络
学科主题
工程Muscle activation and electromyography studies
Hand Gesture Recognition Systems · Emotion and Mood Recognition
参考文献 67
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
被引 19,742Kaiming He, Xiangyu Zhang, Shaoqing Ren · IEEE/CVF International Conference on Computer Vision (ICCV) · 2015
Dropout: a simple way to prevent neural networks from overfitting
被引 33,396Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky · 2014
EMG feature evaluation for improving myoelectric pattern recognition robustness
被引 642Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier · Expert Systems with Applications · 2013
此处列出前 3 条
引用本文 32
STCNet: Spatio-Temporal Cross Network with subject-aware contrastive learning for hand gesture recognition in surface EMG
被引 14Jaemo Yang, Doheun Cha, Dong-Gyu Lee · Computers in Biology and Medicine · 2024
Enhanced human lower-limb motion recognition using flexible sensor array and relative position image
被引 11Chao Lian, Wayne Jason Li, Yafeng Kang · Pattern Recognition · 2025
Improving Unimodal sEMG-Based Pattern Recognition Through Multimodal Generative Adversarial Learning
被引 9Wentao Wei, Linyan Ren, Ming Zhou · IEEE Transactions on Instrumentation and Measurement · 2025
按被引量排序，此处列出前 3 条