Zhigang Zeng
Huazhong University of Science and Technology
501 Papers
1.7K Citations
Zhigang Zeng is an academic researcher from Huazhong University of Science and Technology. The author has contributed to research in topics: Computer science & Artificial neural network. The author has an hindex of 61, co-authored 398 publications. Previous affiliations of Zhigang Zeng include Wuhan University & Industrial Technology Research Institute.
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Papers
A Novel Second-Order Consensus Control in Multi-agent Dynamical Systems
Boshan Chen,Jiejie Chen,Zhigang Zeng,Ping Jiang +3 more
- 10 Jul 2019
TL;DR: A necessary and sufficient condition for reaching consensus of the system with the this protocol is obtained, which depending on the spectrum of the Laplacian matrix and the control parameter setting is obtained.
A study of exponential stability of multiple equilibria in delayed recurrent neural networks
Zhigang Zeng,Wei Xing Zheng +1 more
- 20 May 2012
TL;DR: The problem of exponential stability of multiple equilibria in recurrent neural networks with time-varying delays and concave-convex characteristics is addressed and some sufficient conditions under which an neural network of order n can have (2k + 2m - 1)n equilibrium points with (k + m)n of them having local exponential stability are derived.
Displacement prediction model of landslide based on functional networks
Jiejie Chen,Zhigang Zeng,Huiming Tang +2 more
- 04 Jul 2013
TL;DR: A novel computational intelligence scheme is proposed to forecast landslide based on functional networks and it is revealed that the landslide prediction using functional networks is reasonable and effective, and GFN are consistently better than SFN in terms of the same measurements.
Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning
TL;DR: In this paper , a rehearsal-free class-incremental learning (CIL) approach that learns continually via the synergy between two complementary learning subnetworks is proposed, which involves jointly optimizing a CNN feature extractor and an analytical feed-forward classifier.
The state of the art of memristive neural systems: Models and applications
Ailong Wu,Zhigang Zeng,Chaojin Fu +2 more
- 06 Jul 2014
TL;DR: This paper reviews the research status of memristive neural systems in the past few years, and briefly describes some novel applications in the related fields (dynamic information storage or retrieval, logical operations and ultra-high-performance computing).