کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6952845 1451798 2018 26 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Novel discontinuous control for exponential synchronization of memristive recurrent neural networks with heterogeneous time-varying delays
ترجمه فارسی عنوان
کنترل ناگهانی رمان برای همگام سازی نمایشی شبکه های عصبی مجردی با تاخیرهای متغیر زمان ناهمگن
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
چکیده انگلیسی
This paper investigates the exponential synchronization problem of memristive recurrent neural networks (MRNNs) with heterogeneous time-varying delays (HTVDs). First, a novel discontinuous feedback control is designed, in which a tunable scalar is introduced. The tunable scalar makes the controller more flexible in reducing the upper bound of the control gain. Based on this control scheme, the double integral term can be successfully used to construct the LKF. Second, New method for tackling memristive synaptic weights and new estimation technique are presented. Third, based on the LKF and estimation technique, synchronization criterion is derived. In comparison with existing results, the established criterion is less conservatism thanks to the double integral term of the LKF. Finally, numerical simulations are presented to validate the effectiveness and advantages of the proposed results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of the Franklin Institute - Volume 355, Issue 5, March 2018, Pages 2826-2848
نویسندگان
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