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Journal Articles
- 2022
[j8]Hongmei He
, Zhenhuan Zhu:
A heuristically self-organised Linguistic Attribute Deep Learning for edge intelligence. Int. J. Mach. Learn. Cybern. 13(9): 2559-2579 (2022)- 2021
- [j7]Hongmei He, Mengyuan Chen, Gang Xu, Zhilong Zhu, Zhenhuan Zhu:
Learnability and robustness of shallow neural networks learned by a performance-driven BP and a variant of PSO for edge decision-making. Neural Comput. Appl. 33(20): 13809-13830 (2021) - 2016
- [j6]Zhenhuan Zhu, S. Olutunde Oyadiji:
Structure Design of Wireless Sensor Nodes with Energy and Cost Awareness for Multichannel Signal Measurement. ACM Trans. Embed. Comput. Syst. 15(1): 16:1-16:23 (2016) - 2015
- [j5]Hongmei He, Zhenhuan Zhu, Erkki Mäkinen:
Task-oriented distributed data fusion in autonomous wireless sensor networks. Soft Comput. 19(8): 2305-2319 (2015) - 2014
- [j4]Zhenhuan Zhu, S. Olutunde Oyadiji, Hongmei He:
Energy awareness workflow model for wireless sensor nodes. Wirel. Commun. Mob. Comput. 14(17): 1583-1600 (2014) - 2009
- [j3]Hongmei He, Zhenhuan Zhu, Erkki Mäkinen:
A Neural Network Model to Minimize the Connected Dominating Set for Self-Configuration of Wireless Sensor Networks. IEEE Trans. Neural Networks 20(6): 973-982 (2009) - 2007
- [j2]David J. Mulvaney, Ian P. W. Sillitoe, Erick A. R. Swere, Yang Wang, Zhenhuan Zhu:
Real-time machine learning in embedded software and hardware platforms. Int. J. Intell. Syst. Technol. Appl. 2(2/3): 187-204 (2007) - [j1]Zhenhuan Zhu, David J. Mulvaney, Vassilios A. Chouliaras:
Hardware implementation of a novel genetic algorithm. Neurocomputing 71(1-3): 95-106 (2007)
Conference and Workshop Papers
- 2018
- [c6]Hongmei He, Zhilong Zhu, Gang Xu, Zhenhuan Zhu:
How Good a Shallow Neural Network Is for Solving Non-linear Decision Making Problems. BICS 2018: 14-24 - 2015
- [c5]Hongmei He, Zhenhuan Zhu, Ashutosh Tiwari, Andrew Mills:
A cascade of linguistic CMAC neural networks for decision making. IJCNN 2015: 1-7 - 2007
- [c4]Zhenhuan Zhu, Shuang-Hua Yang:
Analysis of power consumption for different sensor access modes. ICNSC 2007: 329-333 - 2006
- [c3]Zhenhuan Zhu, David J. Mulvaney, Vassilios A. Chouliaras:
Investigation Of A New Genetic Algorithm Designed For System-On-Chip Realization. IEEE Congress on Evolutionary Computation 2006: 2981-2987 - [c2]Zhenhuan Zhu, Shuang-Hua Yang:
A Possible Hardware Architecture of Wireless Sensor Nodes. SMC 2006: 3377-3381 - 2005
- [c1]David J. Mulvaney, Ian P. W. Sillitoe, Erick A. R. Swere, Yang Wang, Zhenhuan Zhu:
Real-Time Machine Learning in Embedded Software And Hardware Platforms. ALaRT 2005: 65-78
Informal and Other Publications
- 2020
- [i2]Hongmei He, Zhenhuan Zhu:
A Heuristically Self-Organised Linguistic Attribute Deep Learning in Edge Computing For IoT Intelligence. CoRR abs/2006.04766 (2020) - [i1]Hongmei He, Mengyuan Chen, Gang Xu, Zhilong Zhu, Zhenhuan Zhu:
Learnability and Robustness of Shallow Neural Networks Learned With a Performance-Driven BP and a Variant PSO For Edge Decision-Making. CoRR abs/2008.06135 (2020)
Coauthor Index
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