Synchronization control of neutral-type neural networks with sampled-data via adaptive event-triggered communication scheme
This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication network before received by controller. Generally, the communication network is with a bandwidth-limited communication channel. To reduce netw...
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Published in | Journal of the Franklin Institute Vol. 358; no. 3; pp. 1999 - 2014 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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01.02.2021
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Abstract | This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication network before received by controller. Generally, the communication network is with a bandwidth-limited communication channel. To reduce network burden, an event-triggered scheme is designed between the sampler and communication network. A weak synchronization conditions are derived by using our proposed integral inequality. Finally, a numerical example is given to illustrate the effectiveness and advantage of the proposed results. |
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AbstractList | This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication network before received by controller. Generally, the communication network is with a bandwidth-limited communication channel. To reduce network burden, an event-triggered scheme is designed between the sampler and communication network. A weak synchronization conditions are derived by using our proposed integral inequality. Finally, a numerical example is given to illustrate the effectiveness and advantage of the proposed results. |
Author | Chu, Yuming Ma, Qian Li, Yongmin Zhang, He Lu, Junwei |
Author_xml | – sequence: 1 givenname: He surname: Zhang fullname: Zhang, He organization: School of Automation, Nanjing University of Science and Technology, Nanjing 210094, China – sequence: 2 givenname: Qian surname: Ma fullname: Ma, Qian email: qma@njust.edu.cn organization: School of Automation, Nanjing University of Science and Technology, Nanjing 210094, China – sequence: 3 givenname: Junwei surname: Lu fullname: Lu, Junwei organization: School of Electrical and Automation Engineering, Nanjing Normal University, Nanjing 210023, China – sequence: 4 givenname: Yuming surname: Chu fullname: Chu, Yuming email: chuyuming@zjhu.edu.cn organization: School of Science, Huzhou Teachers College, Huzhou 313000, China – sequence: 5 givenname: Yongmin surname: Li fullname: Li, Yongmin organization: School of Science, Huzhou Teachers College, Huzhou 313000, China |
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CitedBy_id | crossref_primary_10_1016_j_fss_2024_108996 crossref_primary_10_3934_math_20231368 crossref_primary_10_1016_j_amc_2022_127056 crossref_primary_10_1007_s00521_023_08656_0 crossref_primary_10_1016_j_neucom_2022_09_105 crossref_primary_10_1016_j_neunet_2022_06_002 crossref_primary_10_1109_ACCESS_2021_3116480 crossref_primary_10_1016_j_neunet_2023_10_008 crossref_primary_10_3390_sym15091746 crossref_primary_10_1016_j_fss_2025_109284 crossref_primary_10_1109_ACCESS_2024_3360107 crossref_primary_10_3390_math11040872 |
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SubjectTerms | Adaptive control Adaptive sampling Bandwidths Communications networks Controllers Neural networks Numerical analysis Synchronism |
Title | Synchronization control of neutral-type neural networks with sampled-data via adaptive event-triggered communication scheme |
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