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

Research output

Research output per year 2021 2021 2023 2024 2025

• 7 RGC 21 - Publication in refereed journal
• 3 RGC 32 - Refereed conference paper (with host publication)

Research output per year

Research output per year

Search results

• 2025

  Aging amplifies sex differences in low alpha and low beta EEG oscillations

  Han, C., Cheung, V. C. K. & Chan, R. H. M., 15 May 2025, In: NeuroImage. 312, 121231.

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

  Open Access

  File

  • Brain Function 100%
  • Neural Oscillation 100%
  • Dynamics 100%
  • Sex Difference 100%
  • Research Design 50%
  1 Downloads (CityUHK Scholars)
• 2024

  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., 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

  Open Access

  • Spike 100%
  • Interneuron 100%
  • Muscle 100%
  • Latent Variable Model 100%
  • Haplorhini 50%

• 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

  • Preferential Attachment 100%
  • Generation Network 100%
  • Deep Neural Network 100%
  • Continual Learning 100%
  • Power-Law Distribution 23%
  4 Citations (Scopus)
• 2023

  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

  • Interdependence 100%
  • Topology Graph 100%
  • Deep Neural Network 100%
  • Interaction Pattern 66%
  • Interaction Channel 66%

• 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. IEEE, 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

  • Neural Network 100%
  • Artificial Neural Network 100%
  • Synapse 33%
  • Information Processing 33%
  • Brain Development 33%
  1 Citation (Scopus)

• 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. IEEE, 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

  • Computer Interface 100%
  • Gender Difference 100%
  • Electroencephalogram 100%
  • Brain-Computer Interface 100%
  • Specific Difference 75%
  1 Citation (Scopus)

• 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. IEEE, 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

  • Learning System 100%
  • Neural Network 100%
  • Deep Learning Method 100%
  • Structure Analysis 100%
  • Equilibrium Constant 100%
• 2022

  Towards lifelong object recognition: A dataset and benchmark

  Lan, C., Feng, F., Liu, Q., She, Q., Yang, Q., Hao, X., Mashkin, I., 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

  • Object Recognition 100%
  • Lifelong Learning 100%
  • Dynamic Environment 50%
  • Robot 25%
  • Learning Algorithm 25%
  6 Citations (Scopus)
• 2021

  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

  • Empirical Bayes Procedure 100%
  • Spike Train 100%
  • Generalized Linear Model 100%
  • Simulated Data 100%
  • maximum-likelihood 100%

• 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

  Open Access

  File

  • Visual Cortex 100%
  • Latent Variable Model 100%
  • Reconstruction 100%
  • Cell Function 50%
  • Sample Size 50%
  1 Citation (Scopus)

  54 Downloads (CityUHK Scholars)