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A Novel Condition for Stability of Cohen-Grossberg Neural Networks of Neutral-Type with Discrete Delays

dc.contributor.authorFAYDASIÇOK, Özlem
dc.date.accessioned2021-03-02T22:29:03Z
dc.date.available2021-03-02T22:29:03Z
dc.identifier.citationFAYDASIÇOK Ö., "A Novel Condition for Stability of Cohen-Grossberg Neural Networks of Neutral-Type with Discrete Delays", 2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020, İstanbul, Türkiye, 12 - 13 Haziran 2020
dc.identifier.othervv_1032021
dc.identifier.otherav_0cf20243-9cc6-417e-882a-161bf2314b68
dc.identifier.urihttp://hdl.handle.net/20.500.12627/14307
dc.identifier.urihttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85091898934&origin=inward
dc.identifier.urihttps://doi.org/10.1109/icecce49384.2020.9179310
dc.description.abstract© 2020 IEEE.In this study, global stability analysis is carried out for neutral-type Cohen-Grossberg neural systems with discrete time delays in state of neurons and discrete neutral delays in the time derivative of states of neurons. A proper Lyapunov functional is utilized to derive a novel sufficient condition for global asymptotic stability of this class of neural networks. This new stability criterion completely relies on the system elements of this neural network model, which is also independent of time and neutral delays. Therefore, the result derived in this work may be easily justified and verified as it establishes a simple algebraic relationship among the network components of the considered neural network.
dc.language.isoeng
dc.subjectArtificial Intelligence
dc.subjectPhysical Sciences
dc.subjectComputer Networks and Communications
dc.subjectComputer Science Applications
dc.subjectHardware and Architecture
dc.subjectSignal Processing
dc.subjectElectrical and Electronic Engineering
dc.subjectControl and Optimization
dc.subjectHealth Informatics
dc.subjectHealth Sciences
dc.subjectBilgisayar Bilimleri
dc.subjectAlgoritmalar
dc.subjectDonanım
dc.subjectMühendislik ve Teknoloji
dc.subjectKlinik Tıp (MED)
dc.subjectMühendislik, Bilişim ve Teknoloji (ENG)
dc.subjectKlinik Tıp
dc.subjectBilgisayar Bilimi
dc.subjectMühendislik
dc.subjectTIBBİ BİLİŞİM
dc.subjectOTOMASYON & KONTROL SİSTEMLERİ
dc.subjectBİLGİSAYAR BİLİMİ, YAPAY ZEKA
dc.subjectBİLGİSAYAR BİLİMİ, DONANIM VE MİMARLIK
dc.subjectTELEKOMÜNİKASYON
dc.subjectMÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK
dc.subjectTıp
dc.subjectSağlık Bilimleri
dc.subjectTemel Tıp Bilimleri
dc.subjectBiyoistatistik ve Tıp Bilişimi
dc.subjectBilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği
dc.subjectKontrol ve Sistem Mühendisliği
dc.subjectSinyal İşleme
dc.titleA Novel Condition for Stability of Cohen-Grossberg Neural Networks of Neutral-Type with Discrete Delays
dc.typeBildiri
dc.contributor.departmentİstanbul Üniversitesi , Fen Fakültesi , Matematik Bölümü
dc.contributor.firstauthorID2489865


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