Projective synchronization analysis for BAM neural networks with time-varying delay via novel control
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| Format: | Artículo científico |
| Language: | en |
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Vilniaus Universitetas
2021
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| author | Sader Malika |
| author_facet | Sader Malika |
| contents | Projective synchronization analysis for BAM neural networks with time-varying delay via novel control Sader Malika Wang Fuyong Liu Zhongxin Chen Zengqiang Matemáticas time varying delay BAM neural networks adaptive controller projective synchronization In this paper, the projective synchronization of BAM neural networks with time-varying delays is studied. Firstly, a type of novel adaptive controller is introduced for the considered neural networks, which can achieve projective synchronization. Then, based on the adaptive controller, some novel and useful conditions are obtained to ensure the projective synchronization of considered neural networks. To our knowledge, different from other forms of synchronization, projective synchronization is more suitable to clearly represent the nonlinear systems’ fragile nature. Besides, we solve the projective synchronization problem between two different chaotic BAM neural networks, while most of the existing works only concerned with the projective synchronization chaotic systems with the same topologies. Compared with the controllers in previous papers, the designed controllers in this paper do not require any activation functions during the application process. Finally, an example is provided to show the effectiveness of the theoretical results. 2021 artículo científico 1392-5113 https://www.redalyc.org/articulo.oa?id=694172828003 https://www.redalyc.org/journal/6941/694172828003/ https://www.redalyc.org/journal/6941/694172828003/html/ https://www.redalyc.org/journal/6941/694172828003/694172828003.epub https://www.redalyc.org/journal/6941/694172828003/movil https://doi.org/10.15388/namc.2021 en http://www.redalyc.org/revista.oa?id=6941 Nonlinear Analysis: Modelling and Control application/pdf Vilniaus Universitetas Nonlinear Analysis: Modelling and Control (Lituania) Num.1 Vol.26 |
| format | Artículo científico |
| id | redalyc_694172828003 |
| institution | Redalyc |
| language | en |
| publishDate | 2021 |
| publisher | Vilniaus Universitetas |
| spellingShingle | Projective synchronization analysis for BAM neural networks with time-varying delay via novel control Sader Malika Matemáticas time varying delay BAM neural networks adaptive controller projective synchronization Projective synchronization analysis for BAM neural networks with time-varying delay via novel control Sader Malika Wang Fuyong Liu Zhongxin Chen Zengqiang Matemáticas time varying delay BAM neural networks adaptive controller projective synchronization In this paper, the projective synchronization of BAM neural networks with time-varying delays is studied. Firstly, a type of novel adaptive controller is introduced for the considered neural networks, which can achieve projective synchronization. Then, based on the adaptive controller, some novel and useful conditions are obtained to ensure the projective synchronization of considered neural networks. To our knowledge, different from other forms of synchronization, projective synchronization is more suitable to clearly represent the nonlinear systems’ fragile nature. Besides, we solve the projective synchronization problem between two different chaotic BAM neural networks, while most of the existing works only concerned with the projective synchronization chaotic systems with the same topologies. Compared with the controllers in previous papers, the designed controllers in this paper do not require any activation functions during the application process. Finally, an example is provided to show the effectiveness of the theoretical results. 2021 artículo científico 1392-5113 https://www.redalyc.org/articulo.oa?id=694172828003 https://www.redalyc.org/journal/6941/694172828003/ https://www.redalyc.org/journal/6941/694172828003/html/ https://www.redalyc.org/journal/6941/694172828003/694172828003.epub https://www.redalyc.org/journal/6941/694172828003/movil https://doi.org/10.15388/namc.2021 en http://www.redalyc.org/revista.oa?id=6941 Nonlinear Analysis: Modelling and Control application/pdf Vilniaus Universitetas Nonlinear Analysis: Modelling and Control (Lituania) Num.1 Vol.26 |
| title | Projective synchronization analysis for BAM neural networks with time-varying delay via novel control |
| topic | Matemáticas time varying delay BAM neural networks adaptive controller projective synchronization |
| url | https://www.redalyc.org/articulo.oa?id=694172828003 https://www.redalyc.org/journal/6941/694172828003/ https://www.redalyc.org/journal/6941/694172828003/html/ https://www.redalyc.org/journal/6941/694172828003/694172828003.epub https://www.redalyc.org/journal/6941/694172828003/movil https://doi.org/10.15388/namc.2021 |