Jie-Peng Yao

Using a one-dimensional convolutional neural network with a conditional generative adversarial network to classify plant electrical signals

Xiao-Huang Qin, Ziyang Wang, Jie-Peng Yao et al. · Computers and Electronics in Agriculture · 2020 · 64 citations

Engineering, Plant Electrical Signals, Machine Learning +5

A Novel Handheld Device for Intact Corn Ear Moisture Content Measurement

Lifeng Fan, Zhi-Qiang Chai, Yongqian Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 37 citations

Engineering, Measurement, Wearable Technology +17

A deep learning method for the long-term prediction of plant electrical signals under salt stress to identify salt tolerance

Jie-Peng Yao, Zi-Yang Wang, Ricardo Ferraz de Oliveira et al. · Computers and Electronics in Agriculture · 2021 · 32 citations

Salt Stress, Engineering, Machine Learning +8

Illumination/Darkness-Induced Changes in Leaf Surface Potential Linked With Kinetics of Ion Fluxes

Jinhai Li, Yue Yang, Ziyang Wang et al. · Frontiers in Plant Science · 2019 · 17 citations · Full text

A graph neural network model for deciphering the biological mechanisms of plant electrical signal classification

Jie-Peng Yao, Yi Ling, Peichen Hou et al. · Applied Soft Computing · 2023 · 13 citations

Biology, Plant Analysis, Botany +10