کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
492965 | 721663 | 2010 | 21 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Exponential attractor of κκ-almost periodic sequence solution of discrete-time bidirectional neural networks
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Exponential attractor of κκ-almost periodic sequence solution of discrete-time bidirectional neural networks Exponential attractor of κκ-almost periodic sequence solution of discrete-time bidirectional neural networks](/preview/png/492965.png)
چکیده انگلیسی
In this paper, several criteria are obtained for the existence and exponential attractivity of a unique κκ-almost periodic sequence solution of discrete-time bidirectional neural networks (BNNs). Our results generalize the corresponding results about almost periodic sequence solution in common sense. Finally, computer simulations illustrate the dynamic behavior of discrete-time bidirectional neural networks. It is shown that discretization step κκ affects dynamical characteristics of bidirectional neural networks and our results on κκ-almost periodic sequence solution lead to effective estimates of continuous-time neural networks during real-time computations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Simulation Modelling Practice and Theory - Volume 18, Issue 3, March 2010, Pages 317–337
Journal: Simulation Modelling Practice and Theory - Volume 18, Issue 3, March 2010, Pages 317–337
نویسندگان
Zhenkun Huang, Xinghua Wang, Yonghui Xia,