Dr. LU Wenhao (魯文豪)
Research Output
- 2024
- Published
Influence of Imperfections on the Operational Correctness of DNN-kWTA Model
Lu, W., Leung, C.-S. & Sum, J., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 15021-15029Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
A Fully Probabilistic Model for Sigmoid Approximation and Its Hardware-Efficient Implementation
Lu, W., Lu, M., Zhang, X., Lu, Z., Sun, M., Dong, B. & Shu, Z., Aug 2024, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 71, 8, p. 3775-3786Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2023
- Published
Effect of Logistic Activation Function and Multiplicative Input Noise on DNN-kWTA Model
Lu, W., Leung, C.-S. & Sum, J., 2023, Neural Information Processing: 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings, Part IV. Tanveer, M., Agarwal, S., Ozawa, S., Ekbal, A. & Jatowt, A. (eds.). Singapore: Springer Nature Singapore Pte Ltd., p. 202-214 (Communications in Computer and Information Science; vol. 1791).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review
- 2022
- Published
DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units
Lu, W., Leung, C.-S., Sum, J. & Xiao, Y., Jul 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 7Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - 2021
- Published
Analysis on Noisy Boltzmann Machines and Noisy Restricted Boltzmann Machines
LU, W., LEUNG, C.-S. & SUM, J., 2021, In: IEEE Access. 9, p. 112955-112965Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - 2020
- Published
Analysis on the Boltzmann Machine with Random Input Drifts in Activation Function
Lu, W., Leung, C.-S. & Sum, J., 2020, Neural Information Processing: 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23–27, 2020, Proceedings, Part III. Yang, H., Pasupa, K., Leung, A.C.-S., Kwok, J. T., Chan, J. H. & King, I. (eds.). Springer, Cham, Vol. Part III. p. 162-171 (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues); vol. 12534).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review
