Comparing Biological and Artificial Neural Networks: Effects of Sampling on the Quantification of Network Properties

Project: Research

1 - 9 out of 9Page size: 20

Research Output

  1. 2024
  2. Online published

    Inhibitory Components in Muscle Synergies Factorized by the Rectified Latent Variable Model from Electromyographic Data

    Guo, X., Huang, S., He, B., Lan, C., Xie, J. J., Lau, K. Y. S. & Takei, T. & 5 others, Mak, A. D. P., Cheung, R. T. H., Seki, K., Cheung, V. C. K. & Chan, R. H. M., 9 Oct 2024, (Online published) In: IEEE Journal of Biomedical and Health Informatics.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  3. Published

    Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment

    Feng, F., Hou, L., She, Q., Chan, R. H. M. & Kwok, J. T., Jul 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 7, p. 8999-9013 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  4. 2023
  5. Published

    Exploring Gender Differences in Motor Imagery EEG for Brain-Computer Interface Applications

    Wang, P., Huang, S., Jamil, Z., Cheung, V. C. K. & Chan, R. H. M., Dec 2023, 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology. Institute of Electrical and Electronics Engineers, Inc., p. 15-16 (IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 1
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  6. Published

    Machine Learning-Driven Drug Discovery: Fast Prediction of Binding Property with Molecular Sub-Structures Analysis

    Mashkin, I., Feng, F., Li, Z., Yau, W. Y., Lui, L.-T., Au-Yeung, H. Y. & Chan, R. H. M., Dec 2023, 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology. Institute of Electrical and Electronics Engineers, Inc., p. 43-44 (IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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  7. Published

    Community Channel-Net: Efficient channel-wise interactions via community graph topology

    Feng, F., Liu, Q., Peng, Z., Zhang, R. & Chan, R. H. M., Sept 2023, In: Pattern Recognition. 141, 109536.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  8. Published

    Comparing the Graphical Features of Simple Artificial Neural Networks and Cortical Development

    Lan, C. & Chan, R. H. M., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 1
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  9. 2022
  10. Published

    Towards lifelong object recognition: A dataset and benchmark

    Lan, C., Feng, F., Liu, Q., She, Q., Yang, Q., Hao, X. & Mashkin, I. & 9 others, Kei, K. S., Qiang, D., Lomonaco, V., Shi, X., Wang, Z., Guo, Y., Zhang, Y., Qiao, F. & Chan, R. H. M., Oct 2022, In: Pattern Recognition. 130, 108819.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  11. 2021
  12. Published

    An Efficient and Flexible Spike Train Model via Empirical Bayes

    She, Q., Wu, X., Jelfs, B., Charles, A. S. & Chan, R. H. M., 2021, In: IEEE Transactions on Signal Processing. 69, p. 3236-3251 16 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  13. Published

    Latent Variable Models Reconstruct Diversity of Neuronal Response to Drifting Gratings in Murine Visual Cortex

    PALMERSTON, J. B. & CHAN, R. H. M., 2021, In: IEEE Access. 9, p. 75741-75750 9432961.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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