کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
492402 | 721414 | 2007 | 13 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Exponential p-stability of second order Cohen–Grossberg neural networks with transmission delays and learning behavior
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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 p-stability of second order Cohen–Grossberg neural networks with transmission delays and learning behavior Exponential p-stability of second order Cohen–Grossberg neural networks with transmission delays and learning behavior](/preview/png/492402.png)
چکیده انگلیسی
In this paper, we investigate second order Cohen–Grossberg neural networks with transmission delays and an unsupervised Hebbian-type learning behavior. By using Laypunov–Krasovskii functional, some new sufficient conditions are established for the existence and global exponential p-stability of a unique equilibrium without strict conditions imposed on self regulation functions. The obtained sufficient conditions are easy to verify and our results improve the previously known results. Finally, computer simulations are performed to illustrate exponential p-stability of equilibrium and learning dynamic behavior of neurons.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Simulation Modelling Practice and Theory - Volume 15, Issue 6, July 2007, Pages 622–634
Journal: Simulation Modelling Practice and Theory - Volume 15, Issue 6, July 2007, Pages 622–634
نویسندگان
Zhenkun Huang, Yonghui Xia,