Guangyu Li

ORCID: 0009-0000-5766-3049
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About
Contact & Profiles
Research Areas
  • Magnetic and Electromagnetic Effects
  • Soil Mechanics and Vehicle Dynamics
  • EEG and Brain-Computer Interfaces
  • Crop Yield and Soil Fertility
  • Stroke Rehabilitation and Recovery
  • Muscle activation and electromyography studies
  • Agricultural Engineering and Mechanization
  • Memory and Neural Mechanisms
  • Silicon Effects in Agriculture
  • Nematode management and characterization studies
  • Domain Adaptation and Few-Shot Learning
  • Botany and Plant Ecology Studies
  • Soil Carbon and Nitrogen Dynamics
  • Seed Germination and Physiology
  • Rice Cultivation and Yield Improvement
  • Neonatal and fetal brain pathology

Tsinghua University
2025

University of Hong Kong
2024

Guangdong Academy of Agricultural Sciences
2020

Northwest A&F University
2016

Laboratoire Physiologie Cellulaire & Végétale
2016

Jilin Academy of Agricultural Machinery
2007

Current artificial systems suffer from catastrophic forgetting during continual learning, a limitation absent in biological systems. Biological mechanisms leverage the dual representation of specific and generalized memories within corticohippocampal circuits to facilitate lifelong learning. Inspired by this, we develop circuits-based hybrid neural network (CH-HNN) that emulates these representations, significantly mitigating both task-incremental class-incremental learning scenarios. Our...

10.1038/s41467-025-56405-9 article EN cc-by-nc-nd Nature Communications 2025-02-02

Electromyographic (EMG) signals have gained popularity for controlling prostheses and exoskeletons, particularly in the field of upper limbs stroke patients. However, there is a lack research lower limb area, standardized open-source datasets EMG signals, especially recording data Asian race features, are scarce. Additionally, deep learning algorithms rarely used human motion intention recognition based on EMG, area. In response to these gaps, we present an benchmark dataset with...

10.1109/tnsre.2024.3403723 article EN cc-by IEEE Transactions on Neural Systems and Rehabilitation Engineering 2024-01-01

Nitrogen fertilizer is an important component of crop production; however, its excessive application could result in N loss that have serious environmental concerns. Straw incorporation the soil after harvest one most feasible straw management techniques, optimization nitrogen (N) and maize to modulate yield maintain balance sweet corn necessary get better yields on a sustained basis. The present study was comprised two treatments i.e., (i) no return (S0), (ii) crushed ears by into using...

10.3390/agronomy10030362 article EN cc-by Agronomy 2020-03-05

Exposing seeds to a high-voltage electrostatic field (HVEF) may influence the performance of herbivores and improve germination rate by inducing biological physiological changes in plants. In current study, an age-stage, two-sex life table was established evaluate effects from directly exposing HVEFs on apterous Sitobion avenae (Fabricius) reared winter wheat. We treated wheat them HVEF for 20 min at three intensities: 2, 4, or 6 KV/cm. Controls received no treatment (0 KV/cm). The results...

10.1093/jee/tow227 article EN Journal of Economic Entomology 2016-09-29
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