Photo of Junxiu Liu
  • Northlands Road, Magee Campus

    BT48 7JL Londonderry

    United Kingdom

  • 142 Citations
  • 6 h-Index
20142019
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  • 16 Similar Profiles
Neurons Engineering & Materials Science
Hardware Engineering & Materials Science
Neural networks Engineering & Materials Science
Field programmable gate arrays (FPGA) Engineering & Materials Science
Repair Engineering & Materials Science
Fault tolerance Engineering & Materials Science
Plasticity Engineering & Materials Science
Fault detection Engineering & Materials Science

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Research Output 2014 2019

  • 142 Citations
  • 6 h-Index
  • 15 Article
  • 9 Conference contribution
  • 1 Chapter
  • 1 Paper

Bio-inspired fault detection circuits based on synapse and spiking neuron models

Liu, J., Huang, Y., Luo, Y., Harkin, J. & McDaid, L., 28 Feb 2019, 331, p. 473-482 10 p.

Research output: Contribution to journalArticle

Fault detection
Synapses
Neurons
Memristors
Networks (circuits)

Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network

Liu, J., McDaid, L. J., Harkin, J., Haji Karim, S., Johnson, A. P., Millard, A. G., Hilder, J., Halliday, D. M., Tyrrell, A. M. & Timmis, J., 1 Mar 2019, 30, 3, p. 865-875 11 p., 8423789.

Research output: Contribution to journalArticle

Open Access
File
Repair
Neural networks
Neurons
Plasticity
Astrocytes
1 Citation (Scopus)

An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations

Luo, Y., Wan, L., Liu, J., Harkin, J. & Cao, Y., Dec 2018, In : Neural Processing Letters. 48, 3, p. 1777-1788

Research output: Contribution to journalArticle

Open Access
Neural networks
Hardware
Neurons
Costs and Cost Analysis
Automatic Data Processing
1 Citation (Scopus)

A paired neural network model for tourist arrival forecasting

Yao, Y., Cao, Y., Ding, X., Zhai, J., Liu, J., Luo, Y., Ma, S. & Zou, K., 30 Dec 2018, In : Expert Systems with Applications. 114, p. 588-614 27 p.

Research output: Contribution to journalArticle

Network model
Neural networks
Tourists
Tourism
Demand forecasting

Bio-inspired Anomaly Detection for Low-cost Gas Sensors

Liu, J., Harkin, J., McDaid, LJ., Haji Karim, S., Millard, A. G., Hilder, J., Hickinbotham, S., Johnson, A. P., Timmis, J., Halliday, D. M. & Tyrrell, A. M., 4 May 2018, (Accepted/In press) IEEE Nano 2018. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution