• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Zhao, Ningning (Zhao, Ningning.) | Qiao, Yuanhua (Qiao, Yuanhua.) (Scholars:乔元华)

Indexed by:

EI Scopus SCIE

Abstract:

The global exponential synchronization of Clifford-valued memristive fuzzy neural networks (CLVMFNNs) with delayed impulses and time-varying delays is investigated. The Clifford-valued NNs are an extension of complex-valued and quaternion-valued NNs. In order to describe the system as realistically as possible, Clifford-valued memristive fuzzy neural networks with delayed impulses and time-varying delays are established. To avoid non-commutativity of the multiplication of Clifford numbers, Clifford-valued neural networks are decomposed into real-valued neural networks. To explore the exponential stability of delayed impulsive systems, a novel lemma is proposed by using Halanay differential inequality. To induce the global exponential synchronization, a novel and simple linear feedback controller is designed. Sufficient conditions are given to ensure the global exponential synchronization using the proposed novel lemma under the designed feedback controller. Compared with the previous results, the conditions given in this paper are more effective and less conservative. A numerical simulation is given to verify the effectiveness of the theoretical results.

Keyword:

Global exponential synchronization Time-varying delays Delayed impulsive systems Clifford-valued neural networks

Author Community:

  • [ 1 ] [Zhao, Ningning]Beijing Univ Technol, Fac Sci, Beijing 100124, Peoples R China
  • [ 2 ] [Qiao, Yuanhua]Beijing Univ Technol, Fac Sci, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Qiao, Yuanhua]Beijing Univ Technol, Fac Sci, Beijing 100124, Peoples R China;;

Show more details

Related Keywords:

Source :

COGNITIVE COMPUTATION

ISSN: 1866-9956

Year: 2023

Issue: 2

Volume: 16

Page: 671-681

5 . 4 0 0

JCR@2022

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

Affiliated Colleges:

Online/Total:465/10676358
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.