Junxiu Liu

University of Ulster, Guangxi Normal University

Papers

11

Total Citations

271

H-Index

8

About

No biography available yet.

Research Focus

Computer science11 · 271 citations
Artificial intelligence10 · 221 citations
Artificial neural network7 · 161 citations
Spiking neural network5 · 141 citations
Fault tolerance4 · 106 citations
Distributed computing4 · 106 citations
Robot5 · 100 citations
Mobile robot5 · 100 citations
Engineering4 · 93 citations
Spike-timing-dependent plasticity3 · 88 citations
Embedded system3 · 87 citations
Scalability3 · 81 citations

Key Achievements

8
H-Index
11
Papers
271
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective
58 citations · 2017
📈 Most Prolific Year: 2018 (2 Papers)
🤝 Key Collaborators: 32
🏛 Institutions: University of Ulster, Guangxi Normal University

Top Papers

  1. 1
    Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective
    58 citations · 2017
  2. 2
    Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network
    50 citations · 2018
  3. 3
    Spiking neural network-based multi-task autonomous learning for mobile robots
    36 citations · 2021
  4. 4
    Traffic signal control using reinforcement learning based on the teacher-student framework
    35 citations · 2023
  5. 5
    An autonomous learning mobile robot using biological reward modulate STDP
    30 citations · 2021
  6. 6
    Self-repairing mobile robotic car using astrocyte-neuron networks
    21 citations · 2016
  7. 7
    Case study: Bio-inspired self-adaptive strategy for spike-based PID controller
    19 citations · 2015
  8. 8
    Bio-Inspired Autonomous Learning Algorithm With Application to Mobile Robot Obstacle Avoidance
    9 citations · 2022
  9. 9
    Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs
    8 citations · 2018
  10. 10
    Decentralized Multi-Robot Navigation Based on Deep Reinforcement Learning and Trajectory Optimization
    4 citations · 2025

Key Collaborators

JHJim Harkin5 shared papersLMLiam McDaid5 shared papersJTJon Timmis4 shared papersDMDavid M. Halliday4 shared papersAMAndy M. Tyrrell4 shared papersSKShvan Karim3 shared papersSYSu Yang3 shared papersAGAlan G. Millard3 shared papersYLYuling Luo3 shared papersAPAnju P. Johnson3 shared papersHLHao Lü3 shared papersWLWei Li2 shared papersYWYanhu Wang2 shared papersYHYifan Hua2 shared papersSZShunsheng Zhang1 shared papersYHYongchuang Huang1 shared papersYLYuling Luo1 shared papersJLJianing Luo1 shared papersGLGaoxiong Lu1 shared papersBYBI Yi-fei1 shared papers
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