Junming Zhang

Orthogonal convolutional neural networks for automatic sleep stage classification based on single-channel EEG

Junming Zhang, Ruxian Yao, GE Wen-geng et al. · Computer Methods and Programs in Biomedicine · 2019 · 96 citations

Sleep, Eeg Signal Processing, Neuroimaging +10

Automatic sleep stage classification based on sparse deep belief net and combination of multiple classifiers

Junming Zhang, Yan Wu, Jing Bai et al. · Transactions of the Institute of Measurement and Control · 2015 · 79 citations

Engineering, Machine Learning, Biometrics +19

Subset based deep learning for RGB-D object recognition

Jing Bai, Yan Wu, Junming Zhang et al. · Neurocomputing · 2015 · 67 citations

Image Analysis, Machine Learning, Machine Vision +8

Complex-valued unsupervised convolutional neural networks for sleep stage classification

Junming Zhang, Yan Wu · Computer Methods and Programs in Biomedicine · 2018 · 60 citations

Engineering, Machine Learning, Data Science +6

Multi-Category Gesture Recognition Modeling Based on sEMG and IMU Signals

Yujian Jiang, Lin Song, Junming Zhang et al. · Sensors · 2022 · 50 citations · Full text

Convolutional Neural Network, Engineering, Human Pose Estimation +21