کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10728020 | 1037812 | 2005 | 15 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Some new results for recurrent neural networks with varying-time coefficients and delays
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
فیزیک و نجوم
فیزیک و نجوم (عمومی)
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Some new results for recurrent neural networks with varying-time coefficients and delays Some new results for recurrent neural networks with varying-time coefficients and delays](/preview/png/10728020.png)
چکیده انگلیسی
In this Letter, we consider the recurrent neural networks with varying-time coefficients and delays. By constructing new Lyapunov functional, introducing ingeniously many real parameters and applying the technique of Young inequality, we establish a series of criteria on the boundedness, global exponential stability and the existence of periodic solutions. In these criteria, we do not require that the response functions are differentiable, bounded and monotone nondecreasing. Some previous works are improved and extended.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physics Letters A - Volume 338, Issue 6, 9 May 2005, Pages 446-460
Journal: Physics Letters A - Volume 338, Issue 6, 9 May 2005, Pages 446-460
نویسندگان
Haijun Jiang, Zhidong Teng,