• Northlands Road, Magee Campus

    BT48 7JL Londonderry

    United Kingdom

  • 220 Citations
  • 8 h-Index
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Fingerprint Dive into the research topics where Junxiu Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 22 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
Plasticity Engineering & Materials Science
Fault tolerance Engineering & Materials Science
Fault detection Engineering & Materials Science

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Research Output 2014 2019

  • 220 Citations
  • 8 h-Index
  • 17 Article
  • 10 Conference contribution
  • 1 Chapter
  • 1 Paper

Autonomous Learning Paradigm for Spiking Neural Networks

Liu, J., McDaid, L., Harkin, J., Haji Karim, S., Johnson, A. P., Halliday, D. M., Tyrrell, A., Timmis, J., Millard, A. G. & Hilder, J., 9 Sep 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, 2019, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Vol. 11727. p. 737-744 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11727 LNCS).

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

Spiking Neural Networks
Collision avoidance
Neural networks
3 Citations (Scopus)

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, In : Neurocomputing. 331, p. 473-482 10 p.

Research output: Contribution to journalArticle

Fault detection
Networks (circuits)
5 Citations (Scopus)
3 Downloads (Pure)

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, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 3, p. 865-875 11 p., 8423789.

Research output: Contribution to journalArticle

Open Access
Neural networks
4 Downloads (Pure)

GABA Regulation of Burst Firing in Hippocampal Astrocyte Neural Circuit: A Biophysical Model

Liu, J., McDaid, L., Araque, A., Wade, J., Harkin, J., Haji Karim, S., Henshall, D., Connolly, N., Johnson, A. P., Tyrrell, A., Timmis, J., Millard, A. G., Hilder, J. & Halliday, D. M., 23 Jul 2019, In : Frontiers in Cellular Neuroscience. 13, p. 1-14 14 p., 335.

Research output: Contribution to journalArticle

Open Access
Weights and Measures
Inositol 1,4,5-Trisphosphate
Synaptic Transmission
1 Citation (Scopus)
7 Downloads (Pure)

Mass spectral substance detections using long short-term memory networks

Liu, J., Zhang, J., Luo, Y., Yang, S., Wang, J. & Fu, Q., 9 Jan 2019, In : IEEE Access. 7, p. 10734-10744 11 p., 8606092.

Research output: Contribution to journalArticle

Open Access
Mass spectrometers
Proton transfer
Recurrent neural networks
Mass spectrometry